{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "89bcf934-f63b-4f3e-8117-dc4632854bb0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I read in the Census 2020 pop data -- mapped onto 2020 vtds\n"
     ]
    }
   ],
   "source": [
    "#THIS FILE: defining vtd-based muni units for Congr'l, using Census Designated Places and cosubs.\n",
    "#vs. the original 10/24/24 \"OH_defineMunis\", here we do not account for split VTDs; we simply assign based on majority frag\n",
    "#same principle as for legislative -- we consider each VTD in a muni w/pop > aDP as its own mini-muni\n",
    "from shapely.geometry import Point, LineString, Polygon, box\n",
    "import shapely\n",
    "import geopandas as gpd\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from numpy import random\n",
    "from scipy.stats import norm\n",
    "import math\n",
    "tractPopFile = gpd.read_file(\"state_map_files/oh_pl2020_vtd.dbf\")  #use vtd's directly\n",
    "tractPopFile.head()  #about 40 sec to load\n",
    "print(\"I read in the Census 2020 pop data -- mapped onto 2020 vtds\")\n",
    "#handy function for plotting Polygon or multiPolygon tracts and precincts\n",
    "def plotPoly(inputPoly,LW=1):\n",
    "    simplePoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if inputPoly.geom_type == simplePoly.geom_type:\n",
    "        x,y = inputPoly.exterior.xy\n",
    "        plt.plot(x,y,lw=LW)\n",
    "    else:\n",
    "        for geom in inputPoly.geoms:\n",
    "            if geom.area > 0:  #to avoid error with LineString geom parts\n",
    "                x,y = geom.exterior.xy\n",
    "                plt.plot(x,y,lw=LW)\n",
    "    return\n",
    "def plotCenter(t,geom,FONTSIZE=12):\n",
    "    plt.text(geom.centroid.x,geom.centroid.y,t,fontsize=FONTSIZE)\n",
    "    return\n",
    "    \n",
    "def r3(number):\n",
    "    result = round(number,3)\n",
    "    return result\n",
    "\n",
    "def r5(number):\n",
    "    result = round(number,5)\n",
    "    return result\n",
    "\n",
    "def isRookAdj(geo1, geo2):  #intersection with rook (not queen) adjacency\n",
    "    isRookAdj = False\n",
    "    if geo1.intersects(geo2):\n",
    "        if (geo1.intersection(geo2)).geom_type != Point(0,0).geom_type:\n",
    "            isRookAdj = True\n",
    "    return isRookAdj\n",
    "\n",
    "def getContigFromStarter(starter, VLIST, NEIGHBORLIST):  #all contiguous units in VLIST, starting from starter unit\n",
    "    foundList, newList, prevList = [ starter ], [ starter ], [ starter ]\n",
    "    while len(newList) > 0:\n",
    "        newList = list()\n",
    "        for V in prevList:\n",
    "            for VV in NEIGHBORLIST[V]:\n",
    "                if VV in VLIST and VV not in foundList:\n",
    "                    newList.append(VV)\n",
    "                    foundList.append(VV)\n",
    "        prevList = newList.copy()        \n",
    "    return foundList   \n",
    "\n",
    "def isContiguous(VLIST,NEIGHBORLIST,returnBiggestPiece=False):\n",
    "    \"\"\"\n",
    "    This method determines if all items in a list form a continuous chain of neighbors based on the passed neighborlist\n",
    "    Empty lists are considered contiguous.  If discontiguous, a less-than-majority piece list is returned,\n",
    "     unless giveBig=True, in which case we return the biggest piece\n",
    "    \"\"\"    \n",
    "    isUnbroken, newList, foundList = True, list(), list()\n",
    "    if len(VLIST) > 0:\n",
    "        foundList, newList, prevList = [ VLIST[0] ], [ VLIST[0] ], [ VLIST[0] ]\n",
    "    while len(newList) > 0:  #this round's list of neighbors\n",
    "        newList = list()\n",
    "        for V in prevList:\n",
    "            for VV in NEIGHBORLIST[V]:\n",
    "                if VV in VLIST and VV not in foundList:\n",
    "                    newList.append(VV)\n",
    "                    foundList.append(VV)\n",
    "        prevList = newList.copy()      \n",
    "    pickedPieceList = foundList.copy()  #default contiguous sublist to pass back to main\n",
    "    \n",
    "    if len(foundList) < len(VLIST):  #not contiguous\n",
    "        isUnbroken  = False\n",
    "        pieceLists, remainingList = [foundList], list( set(VLIST).difference(set(foundList) ) )\n",
    "        if returnBiggestPiece == True:  #we were asked for the biggest piece, not a random small one, so we must find them all\n",
    "            if len(foundList) < 0.5*len(VLIST):\n",
    "                while len(remainingList) > 0:\n",
    "                    newList = getContigFromStarter(remainingList[0], remainingList, NEIGHBORLIST)\n",
    "                    pieceLists.append(newList)\n",
    "                    remainingList = list(set(remainingList).difference(set(newList)))\n",
    "                pieceLengths = [len(pL) for pL in pieceLists]\n",
    "                pickedPieceList = pieceLists[ pieceLengths.index(np.max(pieceLengths)) ]\n",
    "            \n",
    "        else: #quickly return a contiguous sub-list that's at most half the total units in the list\n",
    "            if len(foundList) > 0.5*len(VLIST): #pick a different piece; this one is the majority\n",
    "                pickedPieceList = getContigFromStarter(remainingList[0], remainingList, NEIGHBORLIST)\n",
    "                \n",
    "    return isUnbroken, pickedPieceList\n",
    "\n",
    "dummyPoly = Polygon([(0,0),(0,1),(1,1)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "58fadba2-1765-45f0-9428-d3c28292cfb1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "there are 8941 vtd 'tracts' for OH\n"
     ]
    }
   ],
   "source": [
    "# EXTRACT TRACT GEOMETRIES AND POPULATIONS INTO LISTS, COMPUTE TRACT AREAS\n",
    "STATE = \"OH\"\n",
    "tractGeom = tractPopFile['geometry']  #for some states, replace with tractGeomFile\n",
    "tractPop = tractPopFile['P0010001']\n",
    "tractVAP = tractPopFile['P0030001']   #NEW 3/2/22 - USE VAP\n",
    "# tractPop2 = tractPopFile['P0020001']   #not needed; confirmed that this matches P00100001 exactly\n",
    "tractHisp = tractPopFile['P0040002']   #NEW 3/2/22 - U}SE VAP\n",
    "tractBlack = tractPopFile['P0030004']  #NEW 3/2/22 - USE VAP\n",
    "tractCountyNo = tractPopFile['COUNTYFP20']\n",
    "nTracts = len(tractPop)\n",
    "nVTDs = nTracts #nomenclature\n",
    "print(\"there are {0} vtd 'tracts' for {1}\".format(nTracts, STATE) )\n",
    "tractArea = [0.]*nTracts\n",
    "tractCountyNo = tractCountyNo.to_numpy()\n",
    "countyNo = [0]*nTracts\n",
    "tractCP = [tractGeom[t].centroid for t in range(nTracts)]\n",
    "for t in range (0,nTracts) :  #from odd-numbered counties in US Census list to integer list]\n",
    "    tractArea[t] = tractGeom[t].area\n",
    "    countyNo[t] = int((int(tractCountyNo[t]) - 1)/2)\n",
    "isSkippedTract = [0] *nTracts  #this will house a temporary list of tracts for manipulation\n",
    "tractPop = tractPop.to_numpy()  #to avoid panda overwrite grousing\n",
    "tractBlack= tractBlack.to_numpy()\n",
    "tractHisp = tractHisp.to_numpy()\n",
    "tractVAP = tractVAP.to_numpy()\n",
    "stateVAP = np.sum(tractVAP)\n",
    "nCounties = int( np.max(countyNo)+1)\n",
    "GEOID20 = tractPopFile['GEOID20']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2b536ad8-9ec0-40c8-a243-05f2066063d9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "building vtd-based county geometries\n",
      "We will now build the county-by-county geometries, hoping there are no islands\n",
      "Building county geom for county 0\n",
      "Building county geom for county 20\n",
      "Building county geom for county 40\n",
      "Building county geom for county 60\n",
      "Building county geom for county 80\n",
      "Here is your original county-based map excluding coastal unpopulated tracts w pop < 4.5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now building neighbor county lists\n",
      "Working on county  0 neighbors\n",
      "Working on county  20 neighbors\n",
      "Working on county  40 neighbors\n",
      "Working on county  60 neighbors\n",
      "Working on county  80 neighbors\n"
     ]
    }
   ],
   "source": [
    "print(\"building vtd-based county geometries\")\n",
    "print(\"We will now build the county-by-county geometries, hoping there are no islands\")\n",
    "skipList = [8197, 4634, 3730, 4458, 840, 2974, 1008] #list()  #a list of units we previously know to skip in the map\n",
    "isAlteredCounty = [False for c in range(nCounties)]\n",
    "countyTractList = [list() for c in range(nCounties)]\n",
    "countyPop =       [0. for c in range(nCounties)]\n",
    "countyGeom =      [dummyPoly for c in range(nCounties)]\n",
    "for t in range(nTracts):\n",
    "    if t not in skipList:\n",
    "        c = countyNo[t]\n",
    "        countyTractList[c].append(t)\n",
    "        countyPop[c] += tractPop[t]\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"Building county geom for county\",c)\n",
    "    for t in countyTractList[c]:\n",
    "        if countyGeom[c] == dummyPoly:\n",
    "            countyGeom[c] = tractGeom[t]\n",
    "        else:\n",
    "            countyGeom[c] = countyGeom[c].union(tractGeom[t])\n",
    "origMAP = countyGeom[0]\n",
    "for c in range(nCounties):\n",
    "    origMAP = origMAP.union(countyGeom[c])\n",
    "    if countyGeom[c] == dummyPoly:\n",
    "        print(\"WARNING! county\",c,\"is empty!\")\n",
    "    else:\n",
    "        plotPoly(countyGeom[c])\n",
    "        plotCenter(c,countyGeom[c])\n",
    "minTractPop = 4.5\n",
    "print(\"Here is your original county-based map excluding coastal unpopulated tracts w pop <\",minTractPop)\n",
    "plt.show()\n",
    "if origMAP.geom_type == dummyPoly.geom_type:\n",
    "    mapExterior = origMAP.exterior\n",
    "else:\n",
    "    for i,geo in enumerate(origMAP.geoms):\n",
    "        if i == 0:\n",
    "            mapExterior = geo.exterior\n",
    "        else:\n",
    "            mapExterior = mapExterior.union(geo.exterior)\n",
    "\n",
    "#for c in range(nCounties):\n",
    "#    for t in countyTractList[c]:\n",
    "#        if tractPop[t] < minTractPop:\n",
    "#            if tractGeom[t].intersects(mapExterior):\n",
    "#                isAlteredCounty[c] = True\n",
    "#                skipList.append(t)\n",
    "#print(\"There appear to be\",len(skipList),\"unpopulated coastal tracts.\")\n",
    "#if len(skipList) > 0:\n",
    "#    print(\"Lets plot them and their parent counties\")\n",
    "#    for t in skipList:\n",
    "#        plotPoly(tractGeom[t])\n",
    "#        plotCenter(t,tractGeom[t],6)\n",
    "#    plotPoly(origMAP,0.2)\n",
    "#    for c in range(nCounties):\n",
    "#        if isAlteredCounty[c]:\n",
    "#            plotPoly(countyGeom[c])\n",
    "#    plt.show()\n",
    "trueMAP = origMAP  #use these terms interchangeably\n",
    "print(\"Now building neighbor county lists\")\n",
    "neighborCountyList = [list() for c in range(nCounties)]\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"Working on county \",c,\"neighbors\")\n",
    "    for cc in range(c+1,nCounties,1):\n",
    "        if countyGeom[c].intersects(countyGeom[cc]) :\n",
    "            neighborCountyList[c].append(cc)\n",
    "            neighborCountyList[cc].append(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ab51ea52-b592-4238-9a62-cde6e54f0b28",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OH has 1265 designated places prior to splitting county straddles\n",
      "Uh oh, for original CDP 73 the original and total split areas are 0.002204576065499781 0.0014871064439999214\n"
     ]
    },
    {
     "data": {
      "image/png": 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RERGfoFAjIiIiPkGhRkRERHyCQo2IiIj4BIUaERER8QkKNSIiIuITFGpERETEJyjUiIiIiE9QqBERERGfoFAjIiIiPkGhRkRERHyCQo2IiIj4BIUaERER8QkKNSIiIuITFGpERETEJyjUiIiIiE9QqBERERGfoFAjIiIiPkGhRkRERHyCQo2IiIj4BIUaERER8QkKNSIiIuITihVqpk2bhs1mY9y4cTnb5s6dS9euXQkLC8Nms3H8+PHzlvPYY49hs9ly3Ro3bpxrn65du561z6hRo4pTfREREfEhjqK+MCYmhjlz5tCiRYtc25OTk+nTpw99+vRh4sSJBS6vWbNmLF269HTFHGdX7Y477mDy5Mk5j4ODg4tQcxEREfFFRQo1SUlJDBs2jHnz5jFlypRcz2W32ixfvrxwFXE4qF69+jn3CQ4OPu8+IiIiUj4V6fLT6NGj6devHz179nRbRXbs2EHNmjW58MILGTZsGH/99ddZ+yxYsIDKlSvTvHlzJk6cSHJycr7lpaamkpiYmOsmIiIivqvQLTWLFi1i3bp1xMTEuK0S7dq14/XXX6dRo0bs37+fSZMm0blzZzZv3kxoaCgAQ4cOpU6dOtSsWZONGzcyYcIEtm/fzkcffZRnmVOnTmXSpEluq6OIiIh4N5tlWVZBd46Li6Nt27YsWbIkpy9N165dadmyJdOnT8+17/Lly+nWrRvHjh0jIiKiUJU6fvw4derU4bnnnmPkyJF57vPdd9/Ro0cPdu7cSb169c56PjU1ldTU1JzHiYmJREVFkZCQQFhYWKHqIyIiIp6RmJhIeHh4gb6/C9VSExsby8GDB2ndunXOtszMTH744QdmzZpFamoqfn5+Rav1GSIiImjYsCE7d+7Md5927doB5BtqAgICCAgIKHZdREREpGwoVKjp0aMHmzZtyrVtxIgRNG7cmAkTJrgl0IDpiLxr1y5uvvnmfPdZv349ADVq1HDLe4qIiEjZVqhQExoaSvPmzXNtCwkJITIyMmd7fHw88fHxOa0smzZtIjQ0lOjoaCpVqgSYcDRw4EDGjBkDwAMPPMBVV11FnTp12LdvH48++ih+fn4MGTIEgF27drFw4UKuvPJKIiMj2bhxI+PHj6dLly5nDSkXERGR8qnI89TkZ/bs2bk66Hbp0gWA+fPnM3z4cMCElMOHD+fss3fvXoYMGcKRI0eoUqUKnTp1Ys2aNVSpUgUAf39/li5dyvTp0zl58iRRUVEMGjSIhx9+2N3VFxERkTKqUB2Fy7LCdDQSERER71CY72+t/SQiIiI+QaFGREREfIJCjYiIiPgEhRoRERHxCQo1IiIi4hMUakRERMQnKNSIiIiIT1CoEREREZ+gUCMiIiI+QaFGREREfIJCjYiIiPgEhRoRERHxCQo1IiIi4hMUakRERMQnKNSIiIiIT1CoEREREZ+gUCMiIiI+QaFGREREfIJCjYiIiPgEhRoRERHxCQo1IiIi4hMUakRERMQnKNSIiIiIT1CoEREREZ+gUCMiIiI+QaFGREREfIJCjYiIiPgEhRoRERHxCQo1IiIi4hMUakRERMQnKNSIiIiIT1CoEREREZ+gUCMiIiI+QaFGREREfIJCjYiIiPgEhRoRERHxCQo1IiIi4hMUakRERMQnFCvUTJs2DZvNxrhx43K2zZ07l65duxIWFobNZuP48ePnLeexxx7DZrPlujVu3DjXPikpKYwePZrIyEgqVKjAoEGDOHDgQHGqLyIiIj6kyKEmJiaGOXPm0KJFi1zbk5OT6dOnDw8++GChymvWrBn79+/Pua1atSrX8+PHj+fzzz/n/fffZ8WKFezbt49rr722qNUXERERH+MoyouSkpIYNmwY8+bNY8qUKbmey261Wb58eeEq4nBQvXr1PJ9LSEjg1VdfZeHChXTv3h2A+fPn06RJE9asWUP79u0LfQwiIiLiW4rUUjN69Gj69etHz5493VaRHTt2ULNmTS688EKGDRvGX3/9lfNcbGws6enpud6vcePGREdH89NPP7mtDiIiIlJ2FbqlZtGiRaxbt46YmBi3VaJdu3a8/vrrNGrUiP379zNp0iQ6d+7M5s2bCQ0NJT4+Hn9/fyIiInK9rlq1asTHx+dZZmpqKqmpqTmPExMT3VZfERER8T6FCjVxcXGMHTuWJUuWEBgY6LZK9O3bN+fnFi1a0K5dO+rUqcN7773HyJEji1Tm1KlTmTRpkruqKCIiIl6uUJefYmNjOXjwIK1bt8bhcOBwOFixYgUzZ87E4XCQmZnplkpFRETQsGFDdu7cCUD16tVJS0s7ayTVgQMH8u2HM3HiRBISEnJucXFxbqmbiIiIeKdChZoePXqwadMm1q9fn3Nr27Ytw4YNY/369fj5+bmlUklJSezatYsaNWoA0KZNG5xOJ8uWLcvZZ/v27fz111906NAhzzICAgIICwvLdRMRERHfVajLT6GhoTRv3jzXtpCQECIjI3O2x8fHEx8fn9PKsmnTJkJDQ4mOjqZSpUqACUcDBw5kzJgxADzwwANcddVV1KlTh3379vHoo4/i5+fHkCFDAAgPD2fkyJHcf//9VKpUibCwMO699146dOigkU8iIiICFHFI97nMnj07V1+WLl26AGYI9vDhwwHYtWsXhw8fztln7969DBkyhCNHjlClShU6derEmjVrqFKlSs4+zz//PHa7nUGDBpGamkrv3r156aWX3F19ERERKaNslmVZnq5EaUhMTCQ8PJyEhARdihI5dQw2vgdNroawGp6ujYhIvgrz/e32lhoR8XI7lsKnoyEpHg5shqtf8HSNRETcQgtaipQnvy6ABYOgWjNoexts+gBOHfd0rURE3EKhRqS8OLgVvvwXtLoJbvoQLv8vZKbBhnc8XTMREbdQqBHxdZYFh3fC/L4QHAl9/w9sNgitZvrUxLwCLpenaykiUmwKNSK+zOWCD2+HWW1M5+DL/wP+waefbzcKjuyETe97ro4iIm6iUCPiy04ehM0fQNMB8K/t0ObW3M9Ht4NmA2HJI5B6wjN1FBFxE4UaEV8WWh3qdobMDPNzXno9bgLNt4+Ubt1ERNxMoUbE1wVFQEZK/s9HRMEVUyB2Pmz7qtSqJSLibgo1Ir4urDYc233ufdreBg37mvlrEveVTr1ERNxMoUbE10VdCkf/gPjN+e9js8GAF8ERAB/dCa7M0qufiIibKNSI+LrG/aFyQ3j3JjO0Oz8hkXDtXNizClZPL7XqiYi4i0KNiK9z+MOw9wELZrWF1/rCJ/fAd0/AvvW5972gC3S+3zwXF+OJ2oqIFJkWtBQpL9JPmflodiyBE/vh0O+QcQra3w2XjYPgSma/zHQzUV/SQRi1EgLDPVptESnfCvP9rZYaOTfLMl9yZ4pbC49XNfdSdjiDoPUtcMNbcPtS+PcOaH0rrJ4J7wyBjFSzn58TBr1iJuv7Yrz5DIiIlAEKNXJuX/0bHq8M+zec3ma5IDMVVj7ruXpJ8TkCoN8zMHIJ7FsHX95/OsBUrAtXTYfNH8L6hZ6spYhIgSnUyLkd/9PcHzmjg2nN1ub+929Kvz7iflGXwFUz4de34ZdXT29vPgha3mSC7ZFdnqufiEgBKdTIuVW8wNynJZ/e5vA//fOZ288lPQV2LtPCid6qQlVz/+W/cl9u7PuUWfjynRsh+ahn6iYiUkAKNXJuEVHmPik+9/bmg8z9nlUFK2fDO/D2tbDsMbdVTdzIPwQcgebntfNObw+oANe9DkkH4MORZ/evEhHxIgo1cm6hNcz9od9Pb3O54HDW459eKFg5jfqa+9UzYPcP7qufuEd0e3j4AFx6Jyx9DA5uO/1cjYvh+jdh90r47nGPVVFE5HwUauTcwmqa+33rzP2WT2DmxRC/yTze/QP8HXv+ckKrw0XXmZ8/ulOXMrxVr8nm3/zbh3Jvv7ArdJsIP74Avy/2SNVERM5HoUbOLbul5shOE0TevxVOHoabP4FrXzHPzesOGWnnL+vobgipAunJpvOpeB9nEFzxOOxcCjuW5n7usnHQsA98cNu5l1wQEfEQhRo5t+xQA+YLD6DBFVCvG7S4Di4ba7a9eXX+85lYFvz0Ivz9C9TtDFc+A5s/gC0fl2zdpWga9zeXnH6cmXu73Q+unQeVLoSFN8CJ+LxfLyLiIQo1cm7OwNM/+wWY1ZwP/nZ6W6/JptPwXz/BomHmctTaeaZfxmPhsPghM4Hb4gfNX/qDXjWXoZpcDV/cDycOlPYRyfnYbNBmBOxecXZH8IAKMPRdsDLNhH0FHf0mIlIKFGqk4JIPQ53LTCfhM/vEDH4NBs+H7V/CG1fBVw/AqufNcz/Ngg2LTOtMr0lgt5svzf7Pm7/8P7tXM9Z6o+zRbX/+ePZzYTVhyCI4tA0+vkvD9EXEayjUyPkFZK39c2I/VMqatyYhLvc+za+FCXug52Nww9vwn92mFeeGBWY6/kvvyL1/SGW4ehbsWAyxr5fwAUihBYZBixthzUumD9U/1WxpllLY+rlGRImI11CokfOr3cbcJ/wNFaqbn/O6bBRUETqNhyZXmcURLxsLTfpDQGje5TbqA22Gm0tTR3aZMnevNMPHj+wyo6rWv6NLVJ5yxRTTivbtI3k/37if6VS86jkzG7GIiIc5PF0BKQOaXA27voNN70HKcbPtwGZoeEXxy77iCfhjBbzQOv99KjeCu1ac7qgspaNCFeh8P3w3Bfo/l/f57zAGDu+Az8dBRB24oHOpV1NEJJtaauT8GvYx91s+hgu6mJ9dme4pO6ACDHnHBJfojjB6LQz/CoZ/CXd8Bzd9ZC51fTfFPe/n61yZ7u2jVK8HZKbBjiV5P2+zQb9noU5HePcmOLwz7/1EREqBQo2cX1gNaHWT+XluN6jfE7Z94b7yqzaBMWtNkKnSCOpeBnU7Qa02UL8HdBht+t0cjztvUeVWapJZt+nJWvDh7e4LNtWaQUQ0bPko/5FOfk4z43CFqvDWNZCw1z3vLSJSSAo1UjD9njP3Jw+aidkS97n/Pez5fBzb3W366MzpAu/dAmtmmzqkp7i/DmVFRhqcOmZ+3rEUnqoD696ECy83cwC5q/OuzWY6DG/52Ixsy09QBAx7H7DB24M1Y7SIeIRCjRSMIwDGbzn9+OTB0nvvkEgY8Y1pLUo6CN9MgLcHwfvDS68O7uBymfoX18kj8FI7+L/6Zm6gBYPAlQF3fG/mkGk5DFY+C/s3Fv+9ALo/ZDoN//3LueelqVgXbvrQfDYWXm9aj0RESpFCjRRceG3413bzc51OsO0r+PZh+OU1OLanhN+7lhlpc9s38O8/zLw3v39t5sDxdpYFPzxjgsgzDWD718Urb93rcPwvaHTl6cuA/Z+H6s3Nzz0fg0r14I3+ZmkKd3BlgCMI/IPPvV+VhibYHNxmQmdGqnveX0SkADT6SQon/ZS5/3OVuZ3pvvWn57EpSSGRcMnt8OdqWPKomdY/oELJv29RbfvCXA66sJuZuDDtZOFen5kBfg4zzD3uZzNrsyvDDJkfMMu0/lRucHr/ClWh95Pwzg2wN8Y9/yZH/4CMU6Yjst3v3PvWbAU3vGmWUlg0DIa+l/+lRRERN9JvGimc4Mizt1Wsa4b2RkSXXj1sNjO536lj8PUE756V+Oc5Zs2rS0aax7XaFOx1KYlmRfMpVeCZhmbY+yd3wx/LoXoLszhoYHjuQANmTaaP7zKjyZpe455jCK0J/hXOH2iy1etulsTYudRcLvTmfx8R8RlqqZHCScqaCK/jfeaLq1pzM5+JJ0REQ+8nzLIM/iFw5dOeqce5JB81Sw30e8Z8wUfWP3fLyZFdsH4B7Poe9q0DP3+ofYnpmH3pneZ8t7j+/HP2BISZuYR++9QsPFpcSfFmIcvCaHq1md/mi/FmYsauE00YFREpIQo1UnCWZVod/Pyh639NkPC0BlkTAFZp6Nl65GfHt2bxx4Z9YeVzZhbevBzZBZ+Ohr/WmBaRkEjo8m/T0pLdV6agQqvD3avMEO+Pbofjf0KXB8xzKQkm8BQ2XBz/q2gtcW1vM61pyyablqc+UxVsRKTEKNRIwa17A2LmQd+nvSPQgOm8HFIVdn5nRv1426zD2740l5tSE80kgvV75r3f+8MhPmu00r935l4dvSgCw83aTOG1YflUM9uv3Q8+GAGBEdDihsK1bB378/QkjIXV+V+mPl/+yzxWsBGREqJQIwW3e6W5b3eXZ+txJrsfXPl/ZsK51/vBtfMgsp6na2WknYSdy8xSA38sB7vDzLwLZnh3dufZ1CTT2dfugNuXFj/QnKnbQ2btrI9uN48DI6BKY1g7x6zEXbWJee9KF5zuL7N+IRz8zfSjCa9lLn0d3XV2353CuCTr/b/8F9js5rKhgo2IuJlCjRTM3l/MKJ4OYzxdk7M1u8ZcGnmlh+lMe+sX3rEG0bYvIf2kCQ+LHzSjgvxDYM8qE8DCasOw9+CTeyAtySwR4e5A5ueEa16CiCgzBP/qmaYOr/eD185YuyuqHfR63KzxtWKaWbg05ThkZE9waDs9q3RRXZI10/FXD5hAc8UUBRsRcatijX6aNm0aNpuNcePG5WybO3cuXbt2JSwsDJvNxvHjx4tdJkDXrl2x2Wy5bqNGjSpO9eV80lNgdmd4vT+82guqNjWdPb1RrdZw94+mjm/0Nx1tPe23T6H2pVChmulbc3S3mf3XltUikrgXXu5o5vgZ8XXJtTDZbNDtQdPPplZrsxTF/dtg5FK4ZjZc9wYc2WlCzoqn4PL/wgPb4aF4MydQj0fhutdNQCquS+8wly9/mmUui2lUlIi4UZFbamJiYpgzZw4tWrTItT05OZk+ffrQp08fJk4s3BdgfmVmu+OOO5g8eXLO4+Dg80wEJsXz6T2n+3n0fx5a3eyeL7aSUrUJDFkEM1qYNYgGvWpaSTzRGpCRZuaT6TAa/vjezCuTfNjM/vvQAXMJJrIBVKxjgmKNvD/zJcbPAVGXmBtAg16ms3JwpLnkBOa8hUSay2fu1O4u0zK1bLI5L90fUYuNiLhFkUJNUlISw4YNY968eUyZknv15OwWluXLl7utzGzBwcFUr169KFWWgkpJNJdK6veAzR+abbd/B7ULOLeKp1WsAw/sgK/+DR+OhI3vmWHF4bVL5v0sy7S0bHzXXKILrWZaOk4eMp2Do9ubOpzpw5GAzQTFupeVTL0Kyz+kdINV56xOw8smmz5FfaZpgj4RKbYi/RYZPXo0/fr1o2fPfEZylFCZCxYsoHLlyjRv3pyJEyeSnJz/OjSpqakkJibmukke0k7Cvl/hr59hyyfwQhv49a3T6yr1n152Ak22ClXh+jfghgWwfwO82B5iXjGdc90p+SgsGgozW8KPL5jWl80fwQe3mRDlDDHntUqj3K/b9gVcN997Ao2ndP6XWSh17Vz48n73//uISLlT6JaaRYsWsW7dOmJiYtxWiYKUOXToUOrUqUPNmjXZuHEjEyZMYPv27Xz00Ud57j916lQmTZrktjr6HMsyU/evmW06s2a7sBtc8ryZ+K3dKBMQyqom/aFuJ1jyPzPqZtOHpqNscUbxZEs+Cm8OMMO0B86Fhr3NStWbPzLDpl9oY87r4d9h8KtwweWwfBpUrg8XD4FqzYpfB19wyUizWOqnYyD1BFw7t+CzFouI/EOhQk1cXBxjx45lyZIlBAa6Z9hpQcu88847c36+6KKLqFGjBj169GDXrl3Uq3d2B8uJEydy//2n+wIkJiYSFRXlljr7hL9+Mis5t7/H9Ds5eRgCQs3lErufCQS+ICjCBJmLBsNn98HLl0HXCWZG5KL0D0o7aVoWVs80LTPDv8wdUJpfa7a/f6t53Gygua/ZEoaWgcU3PaHVTeby1wcjITMVBr9u+vyIiBSSzbIKPvzgk08+YeDAgfj5nf5LKjMzE5vNht1uJzU1Nee55cuX061bN44dO0ZERIRbyjzTyZMnqVChAt988w29e/c+b90TExMJDw8nISGBsLCwgh6yb8pMh/duhYNb4N5fy09fhrRkM+Lmp1lQuRFcdp8JdI6Agr1+5zL47F4zb8slI6HT+Pz76pw8bMJNcCX31d/X/faZaeWq3wsGv3b+FcFFpFwozPd3of4c6tGjB5s2bcq1bcSIETRu3JgJEybkGT5Kqsz169cDUKNGjUK/Z7nkyjRrCiXsNRPB/R1rhvOWl0AD5kvyisdN68nyqWZxyCX/g9a3mHBTpUn+52PHElgwGC7sCrd8Zi4jnUtIZbdX3+c1vdqMXnvvFnhroGnZCqro6VqJSBlSqFATGhpK8+a516EJCQkhMjIyZ3t8fDzx8fHs3LkTgE2bNhEaGkp0dDSVKpm/Wnv06MHAgQMZM2ZMgcrctWsXCxcu5MorryQyMpKNGzcyfvx4unTpku/wbznDHyvgoztOL0ZZ7SJz2SS6vWfr5Sm1WsOw9+HwDrOWVcwr5lJcQJjp1FuhmgklIVVNn6KgirDmZajcEG7+RMOPS1KDXnDr57DgOni1N4xcrGAjIgXm9gvXs2fPztVBt0uXLgDMnz+f4cOHAyakHD58uMBl+vv7s3TpUqZPn87JkyeJiopi0KBBPPzww26tu0+KWwvvDDEtC4NfM5PT6ZKIUbmBWT279xPw52ozCuzILrNswL5fIemQGZrtSofQGmbeGwWakle7LdzyKbx5NbxxNQx9F8JqerpWIlIGFKpPTVnm9X1q4taa9YuCIsxigy1uNBOfFccfy+HdW0xH1ps+VB+ForAss8q0f0jB+96Ie8RvhoU3mFXOh7xjlpkQkXKnMN/fCjXeID3FLENw6pi5NLLtK8Ayw6ubXQON++Vugj91DP5eZ37JuzJMf5ndP0DcGnAGw56VcOQPSDth+oBc/xYEetkxixTEiXjT0nhomxnu3eQqT9dIREqZQk0evDbUWBZ8NgY2vg8jvzVDf08egS0fmcnw/lxthlhHtTd9YALDTD+QxL/zLzM82kzs1uhKE4g074eUZemn4ONR8Nsn0GuyGY6vy4Ai5YZCTR68MtRs+gCWTYLjf8GAl6DVsLP3OREPWz83CzTuWQWpCVCvO3R/GA7vBCzTiTVhr1kO4ES8WaNJl5rEl7hc8P0U06G75TDo9yw4gzxdKxEpBQo1efC6ULN2nlmfqHE/aDnU3J+PK9Pcq+VFyqtfF5jZoWu0MJdVQ6t5ukYiUsIK8/1djiYp8SI/vQhfPQDt7za/mAsSaMCEGQUaKc9aDYPhX8CxP2FuVzPfkohIFoWa0nZwm1kFu3F/6P1k+Zr8TsQdareFO5ebYd6v9YX173i6RiLiJfSNWtqOmEkJqX2JOjuKFFVYDRjxFbS4Dj4ZBV//FzIzPF0rEfEwrRpXUlwu2PMDpCZB8mEzZ4x/CPz6tnm+WvNzvlxEzsMRAFfPghot4Zv/mrXMBr9e/PmdRKTMUqgpKW9cBX+uyr2tajMIj4LO90ODnp6pl4gvsdng0jugahOzZtS8rnDjQqh+kadrJiIeoFDjTon7YPdKWPMS7F9vtv17F5zYD2G1tDyBSEmp2wnuXAGLhsIrveCaF80ipSJSrijUuEvs6/D52NOPK1SHG97KWhhRKzaLlLiIKLhtMXx+H3xwGxzaDt0e9HStRKQUKdS4w8rnzCR6YK7vh1QBZyD8ONNsK8hUQGftY5Xs86HVof908NNHQHyIfzBcOw+wwYqn4PIJmgZBpBzR6Cd3yJ7ZtNpFEBwJlstM7Z59y0iBjNSzb5lpp2+u9Kx1nDJOr+dkuU7f/hlSsIHNfvpm9wO744ybE/z8T98cAadv+9fDr29BQlwpnyiRUmCzQf2sPmvH9rilyN8PnCDuaLJbyhKRkqMZhcujuLVmAc171pgOliK+Jj0FnmtiLv1e/2axP+etH1/C0ZNp3N21HqO71adCgFo4xYekn4Ilj8Ilt0OVhgXbf/UMyEyHHo+UePUK8/2t/5nlUXbLUrr+8hQf5QyEq1+AJY/AvO7Q92mzZlQRJ7sMD3Jy9GQar63azYexe/lv38Zc07IWdrvmmhIf8Pc6WDvH3DqMMVccXBlZVxLSs25ZVxQy0mDPytMt/aUQagpDoaY8cmSHmhTP1kOkJDXpD/W6mbWiPhsDa+fCFY/DhV0LXVR4kJMb2kZxb4/6TP1qG/e/t4G31vzJo1c1o2VUhNurLlKqjv5h7lvcaBZQTj0BflldGOyOM7oyZHVtuOBy8wfClk89W+88KNSURzktNac8Ww+RkuYfAgNnQ5vh8O3D8OYAaHAF9HocqjYucDEBDjspGZnUrhjMi8Nac9OuI0z6fAvXvLiawW1q858+jagaGlhyxyFSElwuiPsZvpsCNVvDtXMK/tq182DDopKrWxGpo3B5lB1qMhRqpJyIbg8jl8B1b8Dh32Hu5YVaMyrA6UdquivncYd6kXxxbyemXNOcZVsP0P2ZFcxZsYu0DNc5ShHxEn+vgzmXw5QqML+PWXZk6LuFK8MZnHV5yruWJ1GoKY/UUiPlkc0Gza6Be36G5oPNmlFfPmD6CJxHgMNOakZmrm0OPzs3ta/D9w90ZXCb2jy9eDu9p//Ad9sOlNABiLjBzmXw6hWAZRZVvvkTGLkUKlQtXDle+sexQk155MhqJleokfLIGQgDZkG/58ykmW9cBSfiz/mSQKcfqfm0wkQE+/PY1c346r7O1IwI5LbXf2H4/LXsOpRUApUXKYb178Db15qJKkcuhXZ3mX5nRZmvzEv/OFaoKY9sNtNZ2Ms+jCKlxmaDS0aalb6P7TFN8d89AUsn5fn/wrTUnPvSUqPqobw9sh1zbm7DrkNJ9H7+B6Z88RuJKekldBAiBZB8FDa8C+8MNa2TF3Qx66M5/ItXrpeOolVH4fLKGeh1zYYipS7qUrjrB3j/VvjhabOtQjVoPyrXbnldfsqLzWajd7PqXN6wCq+u2s2s73byyfq/+XfvRlzXJkpDwKV0JB+FbV/Alk9g9wozPLtWG+j7f2YBWJsbPofOYHPvZX8cK9SUV85gr/swinhEaDW49XPYGwPvj4CN70LLIRAYnrNLgCN3R+HzCXT6MbpbfQa1rs20r7cy4cNNvL3mLx67uilt6mhhWykhh36H5U+aYdmuTKhzGfSZBo37m87A7uSlLTW6/FReOQIVakSy+TmhTke4ajoc2QkvdYAdS3KeDnCe//JTXqqHBzL9xlZ8eHcHAAa9/BPjFv1KfILmiBI3cLlg36/wzUR4vjm8eAnExZgOwP/aDiO+NC0z7g40oJYa8TJqqRE5W6O+cPePZqXvBYPN7Kq9Jhf48lN+2tSpxKejL+OD2L08vXgb3Z5Zzuhu9bi984UEOrXgphSCywUbF8GyxyGggpmiwBkCLYfCBZ2hQW/TvaCkeWlHYYWa8kp9akTyFhEFN30EP8+GxQ/CoW1EVP1vkVpqzmS327j+kij6XFSdF5btYPrSHbz7SxwPXdmU3s2qYXNHPwfxXXExsO512L0Sjv9pttW9Hro9aCaU9A8p3fp46eUnhZryyqnRTyL5stmg/d1QuSF8dCc3/HkdsekjwOpV7E6WYYFOHurXlBsvjebxL35j1NuxXFY/kkevakbDaqFuOgDxKVs/h49HQUAoNLoS6veA+r2KP4KpOJxZISrNu0KN+tSUV44grf0kcj71e8A9azhcqRUv+D0HkyJgbjdY8j9IO1msoutVqcDrIy7lteFt2Xc8hb4zVvLYZ1tISNYQcMly6hh8OhrevcnMJzN6LfR/Dhr382ygAfP+diekedd8TAo15ZUzyOuaDUW8UoUqrL1kJk+nX28epyXBj7PguSbwxf3mi6cYujeuxuJxXZjQpxEfxO6l6zPf89aaP8l0WW6ovJRJlmWGY7/YDn77DK6aAde/BYFhnq5ZbgEVIDXR07XIRaGmvHIGQYZaakQKIsDfj5cyr+HEfw/DmBi471doOgB+eRWeqgtHdhWrfH+HnTu71OO7By6nZ5NqPPLJZvrNXMmaP4645wCk7DiyCxZeb+ZOqtkaRv9sFmT1xj5XNj8TwLyIQk15pZYakQILcJgRSn8cyrrkVLEOXP0CDMxa1XhuV4h9w4xMKYaqoYH833UX8+noywjy9+PGuWsYvWAde4/p/6rPS0k0lzVfbAcHt8Lg12DIOxBW09M1y58r3UyH4EUUasor9akRKbCKweYX94AXV/PnkTP60lx8I4xaBXU7mWHgL7SCj+6En+fC3tgi/x+7OCqCD0d15LnrLyZmz1F6PLuC55f8zqm0og8rFy/lcsGvC2BWW/O56fJv03em+SDvbJ05k91hZiv2Igo15ZVGP4kUWJs6FXn2uosBOP7PjrzVLzJ/UY/42swRcmSnGQr+Snd4tiEsfgg2fQCJ+wr0XsOHD8dms+HnZ2dQmyhiHu7F709cyf1XNCI4wMEbS2KxLIsnn3yS9u3bU6VKFQIDA2nQoAHjxo3j0KFD7j58KSlxa83n5NN7oG5nuPcX6DoB/IM9XbOCcQRCRqqna5GLhnSXV5qnRqTAbDYbLWqbZRMy8rvEVKejuYFpoTmwBTZ/CJveh59mgc0O9brDpXdCw975vtddd91Fz549c22zLIu7Ro0iIKIajy6L58s/1nBs9RpatmzJjTfeSGhoKFu3bmXevHl8+eWXrF+/npCQUp63RAoucZ+ZPG/DQqhxMYz4Bup08HStCs8R4HV/HCvUlFeaUVikUJx+pmG7QJPwOQOhdhtz6/OkWWBw62ew7i3TCbTnJOg0Ls+XdujQgQ4dcn/BrVq1ilPJyTz80O10vu5SJn3+G3+0uItLLo3mlisaUSnEP+e1gwcP5vPPP+fGG28s1vFKCfnhGVjxlPkdfNUMaHUz2MvorNKOILXUiJdwBJqOwpbl/ddtRbyAv8OEmvTMIoz2CK5kRrC0vhW+fxKWPgqpJ6D7wwX6/7dw4UJsNhtDhw4lqnIwC0N3cGTus+z5vib3f3Ull986kJs61KVu3boAHD9+vPB1lJJ19A/49hGzenbHe03fmTMWTS2THAFeN4pWoaa8cgaD5YLMdM9P4iRSBmS31KQVZ7kEmw26P2Tm91jyP0g6YFZRDqiQ70vS09N577336NixI7UCAth9zTWk790LQJ1jf3Pn97NZuXUllzfrzIlf3sXPz4+uXbsWvY7iXntWw+rpZoHUCtVg8Hxofq2na+UejkCFGvES2QuepScr1IgUQHZLTbFCTbbLxkJwJHz1b9izCq55Od8+FYsXL+bIkSMMGzaM/Y89hpWZSb0l3+IfFUV8fDzNatSAXTth9af4hVbm8rseJ7hKdPHrKMXjcsH3T8DKZ6DaRXD1TGg+uOx0Ai4Ip/eFmmKNfpo2bRo2m41x48blbJs7dy5du3YlLCwMm81W6GbQvMoESElJYfTo0URGRlKhQgUGDRrEgQMHilP98i172Xgv+0CKeKuA7FCT6aZh1a1uMsPBK1SD+X1hxdN5TmS2cOFCnE4n115xBSdX/ECVMaPxj4oCoGJ4OG9efjlz27Thsf/9j+ia1fgz/gg9n1vB099s42Sqdw23LTdSEmHRUFj5LPR8DEathNa3+FagAa8c/VTkUBMTE8OcOXNo0aJFru3Jycn06dOHBx980G1lAowfP57PP/+c999/nxUrVrBv3z6uvdZHmvA8wXFGS42InJd/1uWn9Aw3zqAaWQ9GfGXWmPr+CTNa6gxJSUl8+umn9O7dm8qRkQDYAgJPP//uu7Q9cJBhc+fy6KRJvP3aXHZ99CxdAv/i1VW76f7scj7+dS+Wl8366rNOHTND+Kc3Ny1wQ9+DTuN9t9+iF/apKVKoSUpKYtiwYcybN4+KFSvmem7cuHH897//pX379m4rMyEhgVdffZXnnnuO7t2706ZNG+bPn8+PP/7ImjVrinIIkt1Sown4RArEbrfhsNtIzXTD5adcBfvBtfOg4gXw2b3w3ZSc9aQ++eQTkpOTGTZsGH4REQQ2bcrR114jM+kkpzZt5tCzz1Hx5psIbt0agI4dO1KjRg1O/racpfdfTts6lRj/7gYGvfwjG/ced2+95TSXC359G2ZdAuvehDYj4J6foOEVnq5ZyfLCSVyLFGpGjx5Nv379zppLoTjOVWZsbCzp6em5nmvcuDHR0dH89NNPeZaXmppKYmJirpucIadPjYZ1ixSU08/unj41/xRcyVyKanUTrJoO01vAR3exYO50KlSowNVXXw1A9UmTSPvrL3b16cOe664joEkTqj7wQK6iUlJSSEhIIKpSMC8Oa807d7QnOS2TAS+u5j8fbODQCe+6XFDmHdkF8/uY1bQvuNys1dRrEkREebpmJc8XWmoWLVrEunXrmDp1qtsqcb4y4+Pj8ff3JyIiItf2atWqER8fn+drpk6dSnh4eM4tKqocfMAKI6dPjUKNSEH5O0oo1IAZAXXl/8H4zdD+bg79HsPS1bEMbB5C8JZ3ID2FoIuaEzV3LicOHuSUy0Xt557F7n+6o/+HH37IsWPHaNu2bc62DvUi+eLeTkwe0JxvfztAt2eWM/eHXSV3HOVFegqsXwhzu8HJQ3DrFzD4Ve9eq8ndvLBPTaFGP8XFxTF27FiWLFlCYGDg+V/goTIBJk6cyP3335/zODExUcHmTA611IgUlr/DTrq7Lz/9U2h16PYg724JI8N1L8NahcKX95sWnFbDCNj4FQdCkrh5635uvLUTjRs3wV7rYn7ZcYC3336bunXrMnbs2FxFOvzs3Ny+Dle1qMHzS37nqW+2s2htHI/0b0q3xlVL9nh8TWa6mSV6+TQ4/ic0uQoGvFj255wpCkeA1/1hXKhQExsby8GDB2mddf0WIDMzkx9++IFZs2aRmpqKn1/hZkYsSJnVq1cnLS2N48eP52qtOXDgANWrV8+z3ICAAAICAgpVl3LFGWTuFWpECsy/pC4/5WHBggVUrVqVni9sg2O7YckjsHwqflWbcumTYxk870u+W72GN1b+SbprMXXq1mXMmDE89NBDRGZ1Kv6niGB/Jg1oztB2dZj0+RZGvB5Dv4tqMGtoK2y+2pnVXU4dh13fwfKpcPh3aHSl6QhctbGna+Y5zjI+o3CPHj3YtGlTrm0jRoygcePGTJgwodCBpqBltmnTBqfTybJlyxg0aBAA27dv56+//jprOnEpIIUakTwlp2WwPf4E1cMDCXY6cPjZcPjZcNrtBDjspJV0S02WXP0FK9c3i2amJkFABSoDc/r+xzy3fqGZyC/9FPRsCpUqnbfsRtVDWXB7O15avov/W7ydJ041JyJY81WdxbLMopM/zTLLXABEd4RRr5mFTMs7L+xTU6hQExoaSvPmzXNtCwkJITIyMmd7fHw88fHx7Ny5E4BNmzYRGhpKdHQ0lbL+s/Xo0YOBAwcyZsyYApUZHh7OyJEjuf/++6lUqRJhYWHce++9dOjQodCjrCRL9uUnL2s6FPG0D2P38sinW/J93uXy4PDovGYebjkUGvc3wearB2DLJ2ait8h65yzKZrNRr4opTyO+87B/o5kcMW4NVKoHfZ4yo5kqXejpmnkPR6DXjX5y+4zCs2fPZtKkSTmPu3TpAsD8+fMZPnw4ALt27eLw4cOFKvf555/HbrczaNAgUlNT6d27Ny+99JLb6l3u2GxZw/EUakTO1Kh6GACju9Wjec1w0l0W6RkuMlwuMlwWXRt5YR+UwDC4ajo0G2iGhb98GfR4BNqNOudiidlXnJRpMIuObnwX9sbAnz/Cif0QEQ1D3oUGV4C9WHPV+qbsZRK8aA3BYoea5cuX53r82GOP8dhjj53zNXv27ClUmQCBgYG8+OKLvPjii4WroOTPqVAj8k9VQk1fvItqhdOlYRWC/cvQajIXXm7mR1n2uJkEbsvHcPWsfPt9ZH8NucpzU03C3xAzD9a+AplpULMVXDQYarU1/Wa0jEz+HIGA5VVrCJah/63idgo1ImcJCzS/Fke9vY7QAAcxD/ck0Fn4/oIe4x8CfadBs2vM3ClzOkPH+6DLA6f70mWxZ/11XW4zzW+fwiejwcqES0bCZeMgpLKna1V2OLIG42ScUqgRL+AMUp8akX+IrBDAx/d05LttB3nhu50kpWaUrVCTLbq9mdBvxdOweoZZWDGyPoxanTP5Zs7lp/KSauI3wQ//B2G14c9VsH8DNB0AV82EoAhP167syQ7JXjQCShcJyzP1qRHJU6voilxS1wxsOHYyjZT0TDI92UG4qJxB0PNRuGsFVKwLR3bCrLbw6wJwZZavPjU7lsArPeHvdbD5A7MsxQ0LYPDrCjRFldNS4z2dhdVSU545vW/dDhFvERbkBKDX8z/kbLPZwGm3m2Hedhv+DjuOrMcVAhz8p08jujeu5qkq569aMxi7AQ5tN2tLfXoPrJ5OjXojcVLDdy8/JR2EZZPNsOzD26FhH7ju9bMuw0kR5Uzi6j3fIwo15ZkzUKt0i+SjRa1wXh9xCSdSMshwuUjPtEjPdJGRfe+yyMg02zNcLjbEJXDb678wplt9xvdqiJ/dO0aDAOw4cIKlWw8SEhBAzYueIbrBHURvmkGTnyewKiCC8E/aQo8HoXYbT1fVPVwu2PIRfD0Bkg9Dm+Fw+X/M6LBzjAaTQsqZGkShRryBM9irPowi3sRutxVq+LbLZTH7h108s3g7sX8eY8aQllQNdd/SL0V1MDGFwbN/4kRKOrmvoN1GPVtvbvf7iiG7l8IrS6H1LdD2NjMCqCyyLNizysy+vO9X0zJz+X+glo+ENW+TE2q8p0+NQk155giElOOeroWIT7DbbdzTtT6toipy36Jf6TdzFTNubEnHep4dTfPH4ZMknErn5vZ1eGvNn7S7oBL/u6oph5PS2HHgBLsSOpHZozZ+sa/Bz3Ng3ZtQvQW0utmsaxRWw6P1Py+XC/6ONTP+bv3cLClRsxUM/xLqdvJ07XzbmaOfvIRCTXnmDIYTea9yLiJF06FeJF/e14mx76znpld+ZnzPhozuVh+7hy5HBWWN3OrSsAp+dht9mlenWU2z+OLlDauc3rHTOOgwBnYuNcHmm//C1/+G9qOh3V1QsY4Hap+PzHT4c7UJMdu+NBPlBVeGxldCv2fgwu6aLK80eOHoJ4Wa8kx9akRKRNXQQN6+vR0zlu3guaW/s3bPUabf0JLICqW/yG72cPRKIf48dnWzc+/s54BGfczt1DGz9MLaubDmRWhxIzQfBKmJZqmAqk1Kt8Nt+inY9b0JMtu/Mq3M4VGmn0zj/mYIu/rLlC71qRGvoj41IiXGz27j/l4NuaRuRcYtWk+/mat4YWirnKHipSW7pSY1PbOQL6wIV78AVzxhlg/44RnYuOj083Yn1OlolhBocAVUbuD+qfKTj5qVsbd+BjuWQvpJqNwILrkdmvSHGi29Znr+cinn8pNaasQbOAI1T41ICevcoApfje3Mve/8yo1z1/DAFY24q8uFpXY5KtDfXIY5VdhQk1NAGFx6B7QdCcf/hIAw029l7y+wc4kZMv3tQ2YenAZXQJVGZohvUEUIr2UmugurCf7B+b9HRhoc2wNHdsDh3+HwTjj4G+xfD5bL9JHp8i9ofBVUaVi04xD3yxnS7T3fIwo15ZmWSRApFdXCAll4ezueW/I7T32zjZg9R3n2uoupGFLyU8tnX35KSXcVryC7HSpdYH4OiYTabaH9KEhLhj0rYce3sP0bWDvPLNWQlvSPiph+PDiDoULVrMUQUyEhDpKPnN7PPxQq1zctMm1HQL0eJhyJ97H7mRY7L2rxV6gpzxRqREqNw8/Of/o05pILKnH/u+vpN3Mls4a1pnV0xRJ93+zLT0VuqTkf/2Bo2NvcrrTMopCOANNak/i3uSX8DUnxgM38zkk6YPazO8yikWE1TUtP5QZQoZouKZUl2eHUSyjUlGfZaz950bLxIr6uW6OqfHmfuRx17Us/8sZtl+YeheRmTj87fnYbKSUVas5ks53uZ+EMhMh65ia+yxnoVUO6NeatPHMEmevVmWmerolIuVIzIohFd7YHIHbP0RJ/v0CHvXRCjZQ/aqkRr5E9HDP91Om/rkSkVBw7af6YWP77IQ4kptK8VhhD29UpkeUVAp1+CjVSMhwBXtWnRi015dmZoUZESlWA048rmlYj0OHHtvhE/vfZFq6b/SO7DiWd/8WFZEJNMTsKi+TF4V0LI6ulpjzLmQ1SoUaktIUHOZl7S9ucx7/sOcq/P9jIlTNW8sAVjbit0wVua7UJdOryk5QQL2upUagpzxxqqRHxFm3rVuKr+zrzzLfbefLrrXy9eT/9W9Tk2ta1iAj252BiChv2JuBnBz+7HT+bDT+7uQU5/QgPcmK3gz1ru91mw24zkwA6/ewlN/pJyjf1qRGvkXP5yXtStkh5FuTvxyP9m9KneXUe/XQL077exjPfbqd+1Qps3JtQrLJb1ynZoeNSTnnZ6CeFmvIsJ9Ro/ScRb3JJ3Up8NbYzB0+kcMOcNWzcm0Dj6qFcVr8yd3W5kEzLIiPTwmVZnEjJICk1A5fLwmVBpmXhcllkuszzLssi0wWX1FWokRKglhrxGjl9atRSI+KNqoYG8v0DXT1dDZH8OQLMIqdeQqOfyrOcdTvUUiMiIkXgZaOfFGrKM2fWAnPqKCwiIkXhZaOfFGrKM0cAOWuxiIiIFJaX9alRqCnPbDYtaikiIkXnCPCq0U8KNeWdw7uG44mISBniDFJLjXgRZ7BaakREpGjUp0a8ijNQoUZERIrGEajRT+JF1KdGRESKyhEImalgWZ6uCaBQI44gr2o6FBGRMiR7vjMv6VejUFPeOYM0+Z6IiBSNI8Dce8kfxwo15Z3Tu2aDFBGRMsTLlttRqCnv1FIjIiJFpZYa8SrqUyMiIkWlPjXiVdRSIyIiRZWzMLJ3jKJVqCnv1KdGRESKSi014lU0T42IiBSVL/WpmTZtGjabjXHjxuVsmzt3Ll27diUsLAybzcbx48fPW87LL79MixYtCAsLIywsjA4dOvD111/n2qdr167YbLZct1GjRhWn+gJa+0lERIrOV0Y/xcTEMGfOHFq0aJFre3JyMn369OHBBx8scFm1a9dm2rRpxMbG8ssvv9C9e3cGDBjAli1bcu13xx13sH///pzb008/XdTqSzat/SQiIkXlZS01jqK8KCkpiWHDhjFv3jymTJmS67nsVpvly5cXuLyrrroq1+MnnniCl19+mTVr1tCsWbOc7cHBwVSvXr0oVZb8ZK/9ZFlgs3m6NiIiUpb4Qp+a0aNH069fP3r27Onu+pCZmcmiRYs4efIkHTp0yPXcggULqFy5Ms2bN2fixIkkJ+c/aic1NZXExMRcN8mDMxiwvOYDKSIiZYiXjX4qdEvNokWLWLduHTExMW6tyKZNm+jQoQMpKSlUqFCBjz/+mKZNm+Y8P3ToUOrUqUPNmjXZuHEjEyZMYPv27Xz00Ud5ljd16lQmTZrk1jr6pJyUfcq02oiIiBSUzQZ+AV7zh3GhQk1cXBxjx45lyZIlBAa69wuwUaNGrF+/noSEBD744ANuvfVWVqxYkRNs7rzzzpx9L7roImrUqEGPHj3YtWsX9erVO6u8iRMncv/99+c8TkxMJCoqyq119gnOYHOffgqCKnq2LiIiUvY4Astmn5rY2FgOHjxI69atc7ZlZmbyww8/MGvWLFJTU/Hz8ytSRfz9/alfvz4Abdq0ISYmhhkzZjBnzpw892/Xrh0AO3fuzDPUBAQEEBAQUKS6lCtO72o6FBGRMsZZRkNNjx492LRpU65tI0aMoHHjxkyYMKHIgSYvLpeL1NT8m7PWr18PQI0aNdz2nuXSmS01IiIiheUIKJuhJjQ0lObNm+faFhISQmRkZM72+Ph44uPj2blzJ2D6yoSGhhIdHU2lSpUAE44GDhzImDFjAHOpqG/fvkRHR3PixAkWLlzI8uXLWbx4MQC7du1i4cKFXHnllURGRrJx40bGjx9Ply5dzhpSLoWU06fGOz6QIiJSxjgCy2afmoKYPXt2rg66Xbp0AWD+/PkMHz4cMCHl8OHDOfscPHiQW265hf379xMeHk6LFi1YvHgxvXr1AsylqaVLlzJ9+nROnjxJVFQUgwYN4uGHH3Z39cuf7ImTtP6TiIgUhSPQa1r7bZZlWZ6uRGlITEwkPDychIQEwsLCPF0d75G4D55rAkPfh4ZXeLo2IiJS1rzSCyo3hGteLJHiC/P9rbWfyju11IiISHF4UZ8ahZryzuFd63aIiEgZ4wzymu8QhZryzhEA2NRSIyIiRaOWGvEaNptJ2ene8YEUEZEyxotGPynUSFaoUUuNiIgUgRfNKKxQI6ZfjZd8IEVEpIxxBHpNa79CjWS11HjHHAMiIlLGqE+NeBWn90ycJCIiZYwzSH1qxIs4gxVqRESkaBwBkOEd3yEKNWKuh6Yc93QtRESkLPKi0U9uX/tJyqDMNEhK8nQtRESkLNLoJ/EqIZVPzywsIiJSGI5A88exK9PTNVGoESAwwmtStoiIlDGOQHPvBZegFGrEq66HiohIGeMIMPde8MexQo141RwDIiJSxji9Z2FkhRrxqhVWRUSkjFFLjXgVtdSIiEhRqU+NeBUvWrdDRETKmOxQ4wWTuCrUiFfNMSAiImWMWmrEqzgCwZXuFXMMiIhIGaM+NeJVvKjnuoiIlDFe9B2iUCNnpGzPNx2KiEgZo5Ya8Spe1MlLRETKGPWpEa+S84H0fMoWEZEyxs8fsHnFd4hCjXhVyhYRkTLGZvOaqUEUauSM66G6/CQiIkXgJZO4KtTIGT3X1VIjIiJF4Azyiu8QhRo53VKjjsIiIlIUjgCvaO1XqBH1qRERkeJxBHrFd4hCjZwRajyfskVEpAzykuV2FGpELTUiIlI8Gv0kXsPPCTa7+tSIiEjRaPSTeA2bDRxBXvGBFBGRMsjpHd8hCjViOAPVUiMiIkXj8I7vEIUaMbykk5eIiJRBaqkRr6JQIyIiReUMgvRkT9dCoUayOIO8oue6iIiUQY4gXX4SL+II1Dw1IiJSNF7yh3GxQs20adOw2WyMGzcuZ9vcuXPp2rUrYWFh2Gw2jh8/ft5yXn75ZVq0aEFYWBhhYWF06NCBr7/+Otc+KSkpjB49msjISCpUqMCgQYM4cOBAcaovZ/KSD6SIiJRBzsCyffkpJiaGOXPm0KJFi1zbk5OT6dOnDw8++GCBy6pduzbTpk0jNjaWX375he7duzNgwAC2bNmSs8/48eP5/PPPef/991mxYgX79u3j2muvLWr15Z+8ZI4BEREpg5zBXvEd4ijKi5KSkhg2bBjz5s1jypQpuZ7LbrVZvnx5gcu76qqrcj1+4oknePnll1mzZg3NmjUjISGBV199lYULF9K9e3cA5s+fT5MmTVizZg3t27cvymHImdRRWEREisqR1VJjWWbuMw8pUkvN6NGj6devHz179nR3fcjMzGTRokWcPHmSDh06ABAbG0t6enqu92vcuDHR0dH89NNPbq9DuaTLTyIiUlTOYLBckJnm0WoUuqVm0aJFrFu3jpiYGLdWZNOmTXTo0IGUlBQqVKjAxx9/TNOmTQGIj4/H39+fiIiIXK+pVq0a8fHxeZaXmppKaurptYwSExPdWl+fo47CIiJSVI4Ac5+RcvpnDyhUS01cXBxjx45lwYIFBAYGurUijRo1Yv369fz888/cfffd3Hrrrfz2229FLm/q1KmEh4fn3KKiotxYWx+klhoRESkqe1YbiSvTs9UozM6xsbEcPHiQ1q1b43A4cDgcrFixgpkzZ+JwOMjMLPrB+Pv7U79+fdq0acPUqVO5+OKLmTFjBgDVq1cnLS3trJFUBw4coHr16nmWN3HiRBISEnJucXFxRa5buaCOwiIiUlR2P3Pv4VBTqMtPPXr0YNOmTbm2jRgxgsaNGzNhwgT8/PzcVjGXy5Vz+ahNmzY4nU6WLVvGoEGDANi+fTt//fVXTr+bfwoICCAgwHNNYGWOFrQUEZGiym6pscpQqAkNDaV58+a5toWEhBAZGZmzPT4+nvj4eHbu3AmYvjKhoaFER0dTqVIlwISjgQMHMmbMGMC0qvTt25fo6GhOnDjBwoULWb58OYsXLwYgPDyckSNHcv/991OpUiXCwsK499576dChg0Y+uYsWtBQRkaKyZbfUZHi0GkUa0n0us2fPZtKkSTmPu3TpApgh2MOHDwdg165dHD58OGefgwcPcsstt7B//37Cw8Np0aIFixcvplevXjn7PP/889jtdgYNGkRqaiq9e/fmpZdecnf1yy+11IiISFHZs3qzePjyk82yLMujNSgliYmJhIeHk5CQQFhYmKer431iXoWvHoD/HfXoHAMiIlIG7V4Jb/SHMbFQub5biy7M97fWfhLDGZQ1x0C6p2siIiJljX+IuU8/6dFqKNSI4cgaoq+5akREpLACQs19mmdDjdv71EgZ5Qwy93/+CKE1TOp2BJqh3n7+WfcBp6+bioiIZMtuqUlN8mg1FGrECM2a7+edG8+9n91hQs6ZQcfhn8/9mYHIP/fPed4HgJ/z7HLP2vaP9/fTx1hExKNyWvs9O+BE3wZi1GwFD+yAU8fNNdH0U+aWmQYZqWfcp0JG2j/uU/PYL+s+NfH0fpnp+ZdRnGGANntW0MkrCJ0nVJ3rebvDlGN3gN1pJpfKeXzGLd9tflmvy97mOKMsh3lenbJFxBfkhJrUc+9X0tXw6LuLd6lQ1dw8wZVpglBm2tlh6axt6XmEqn9sy/WarDKyf05LguSjubflFbpc6SU/54LdkU9oyg5FBQxIfo7cZflltajZneb1fv5Z985/bD/jOXse++XafkYr3Zktdn5OhTOR8u7MtZ88WQ2PvrtINrsf2INO9+3xFpZlApcr43TIyczIepy9LdMEojMfuzLO2HbGLTP7+fR/PM6v/IyClZVxKvfj7P0z07ICX7r5Ofu57BDoLme2Utn84HwZx+Znfgmeedkxr+MC85lwZH02sm+OQLMqcPbPWGecm0xzyzWzqe2M4JV1f+bjs5474+ezjtXP1D/XvS2PbX6mD5rNfnpbnoHTeXbIPOux4x8/ZwdOhwKleIfsz7dCjYgXs9myvoQcgHsXcfW4nMCWFXgys0NQ2jkCUX77pZ0OE+dt3coKIGe2pLnS82idyvr1lH0pND3Z/MJMTzaPTx0/vc1mP/1aW/a93fz75UzFZZ0+7vM+zmf6LssyYcmVaaZAyA5PZ/7scuXeJ9e2rPNluQr7r5W/f7ak5Rec/hmI/hmm/tlS55Zy83vOX5dffZEjUJefRMRDzgxs3tZC5utyWvfS829JO+u5fwTNnJCZx/7/DKB5lZV+CjITz1FuPq/NL/AVRZ7BKZ9AlF84yrflq5Dl5gRg6xz3nOf5AtwX57U59xTwvVylcByu0++VmaaWGhGRcseedTmqLLb+ZQeys4LWuYJXRgGCVl4hLp9y009BZkLeZeUbBtM8feaKKPvyaFHu83i9zV701+a6t59dXpVGUKtNqZ6df1KoERGRgssOZM4yFsjyu9yaHYIs6/TlsCKHiOwv+WKWkVOWLs8VlkKNiIj4Pl1uLRc0PayIiIj4BIUaERER8QkKNSIiIuITFGpERETEJyjUiIiIiE9QqBERERGfoFAjIiIiPkGhRkRERHyCQo2IiIj4BIUaERER8QkKNSIiIuITFGpERETEJyjUiIiIiE8oN6t0W5YFQGJioodrIiIiIgWV/b2d/T1+LuUm1Jw4cQKAqKgoD9dERERECuvEiROEh4efcx+bVZDo4wNcLhf79u0jNDQUm81WIu+RmJhIVFQUcXFxhIWFlch7+Dqdw+LR+Ss+ncPi0fkrHp2/s1mWxYkTJ6hZsyZ2+7l7zZSblhq73U7t2rVL5b3CwsL0YSwmncPi0fkrPp3D4tH5Kx6dv9zO10KTTR2FRURExCco1IiIiIhPUKhxo4CAAB599FECAgI8XZUyS+eweHT+ik/nsHh0/opH5694yk1HYREREfFtaqkRERERn6BQIyIiIj5BoUZERER8gkKNiIiI+ASFmkL6/fffGTBgAJUrVyYsLIxOnTrx/fff5zy/YcMGhgwZQlRUFEFBQTRp0oQZM2act9x169bRq1cvIiIiiIyM5M477yQpKakkD8UjSur8na9cX1ES52/58uXYbLY8bzExMSV9SKWupD6DAF9++SXt2rUjKCiIihUrcs0115TQUXhOSZ2/unXrnvX5mzZtWkkeiseU5GcQIDU1lZYtW2Kz2Vi/fn0JHIH3UqgppP79+5ORkcF3331HbGwsF198Mf379yc+Ph6A2NhYqlatyttvv82WLVt46KGHmDhxIrNmzcq3zH379tGzZ0/q16/Pzz//zDfffMOWLVsYPnx4KR1V6SmJ81eQcn1FSZy/jh07sn///ly322+/nQsuuIC2bduW1qGVmpL6DH744YfcfPPNjBgxgg0bNrB69WqGDh1aGodUqkrq/AFMnjw51+fw3nvvLenD8YiSPIcA//nPf6hZs2ZJHoL3sqTADh06ZAHWDz/8kLMtMTHRAqwlS5bk+7p77rnH6tatW77Pz5kzx6pataqVmZmZs23jxo0WYO3YscM9lfcCJXX+ilpuWVNS5++f0tLSrCpVqliTJ08uVn29UUmdw/T0dKtWrVrWK6+84tb6epuS/AzWqVPHev75591VVa9V0v+Pv/rqK6tx48bWli1bLMD69ddf3VHtMkMtNYUQGRlJo0aNePPNNzl58iQZGRnMmTOHqlWr0qZNm3xfl5CQQKVKlfJ9PjU1FX9//1wLdQUFBQGwatUq9x2Ah5XU+StquWVNSZ2/f/rss884cuQII0aMcEe1vUpJncN169bx999/Y7fbadWqFTVq1KBv375s3ry5JA7DY0r6Mzht2jQiIyNp1aoV//d//0dGRoY7q+8VSvIcHjhwgDvuuIO33nqL4OBgd1e9bPB0qipr4uLirDZt2lg2m83y8/OzatSoYa1bty7f/VevXm05HA5r8eLF+e6zefNmy+FwWE8//bSVmppqHT161Bo0aJAFWE8++WRJHIbHlMT5K0q5ZVVJnb8z9e3b1+rbt687quuVSuIcvvPOOxZgRUdHWx988IH1yy+/WEOGDLEiIyOtI0eOlMRheExJfQafffZZ6/vvv7c2bNhgvfzyy1ZERIQ1fvx4d1ffK5TEOXS5XFafPn2sxx9/3LIsy9q9e3e5bKlRqLEsa8KECRZwztvWrVstl8tlXX311Vbfvn2tVatWWbGxsdbdd99t1apVy9q3b99Z5W7atMmqXLlyzofsXBYsWGBVq1bN8vPzs/z9/a0HHnjAqlatmjVt2rSSOGS38vT5K2y53sbT5+9McXFxlt1utz744AN3HmKJ8/Q5XLBggQVYc+bMydmWkpJiVa5c2Zo9e7bbj9fdPH3+8vLqq69aDofDSklJccchljhPn8MZM2ZYl112mZWRkWFZlkJNuXbw4EFr69at57ylpqZaS5cutex2u5WQkJDr9fXr17emTp2aa9uWLVusqlWrWg8++GCh6hIfH2+dOHHCSkpKsux2u/Xee+8V+/hKmqfPX2HK9UaePn9nmjx5slWlShUrLS2t2MdVmjx9Dr/77jsLsFauXJlr+6WXXlrofwNP8PT5y8vmzZstwNq2bVuRj6s0efocDhgwwLLb7Zafn1/ODbD8/PysW265xa3H6s0c7ruQVXZVqVKFKlWqnHe/5ORkgFx9X7Ifu1yunMdbtmyhe/fu3HrrrTzxxBOFqku1atUAeO211wgMDKRXr16Fer0nePr8FbRcb+Xp85fNsizmz5/PLbfcgtPpLPDrvIGnz2GbNm0ICAhg+/btdOrUCYD09HT27NlDnTp1CnMoHuHp85eX9evXY7fbqVq1apFeX9o8fQ5nzpzJlClTch7v27eP3r178+6779KuXbuCHkbZ5+lUVZYcOnTIioyMtK699lpr/fr11vbt260HHnjAcjqd1vr16y3LMk2FVapUsW666SZr//79ObeDBw/mlPPzzz9bjRo1svbu3Zuz7YUXXrBiY2Ot7du3W7NmzbKCgoKsGTNmlPoxlqSSOn8FKdcXlOTnz7JMixdZTeS+qiTP4dixY61atWpZixcvtrZt22aNHDnSqlq1qnX06NFSP86SUlLn78cff7Sef/55a/369dauXbust99+26pSpYpPtjCU9P/jbLr8JAUSExNjXXHFFValSpWs0NBQq3379tZXX32V8/yjjz6a57XUOnXq5Ozz/fffW4C1e/funG0333yzValSJcvf399q0aKF9eabb5biUZWekjp/5yvXV5TU+bMsyxoyZIjVsWPHUjoSzympc5iWlmb961//sqpWrWqFhoZaPXv2tDZv3lyKR1Y6SuL8xcbGWu3atbPCw8OtwMBAq0mTJtaTTz5ZZvrTFFZJ/j/OVl5Djc2yLKsEG4JERERESoXmqRERERGfoFAjIiIiPkGhRkRERHyCQo2IiIj4BIUaERER8QkKNSIiIuITFGpERETEJyjUiIiIiE9QqBERERGfoFAjIiIiPkGhRkRERHyCQo2IiIj4hP8HLt1L8JStwaUAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Uh oh, for original CDP 74 the original and total split areas are 0.006092122772000209 0.003238560029000039\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Uh oh, for original CDP 1183 the original and total split areas are 0.000456214302499901 0.00034678086749995255\n"
     ]
    },
    {
     "data": {
      "image/png": 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nzsThcDBx4kTnvrlz59KnTx/Cw8NxOBykpaWdt51mzZrhcDjO2saNK77Z3KlTpxg3bhxRUVHUqFGDIUOGcODAgYqUbz3NqRHxTPt/gm9eMBfce2ATPJEOd68tfC8Rnq4HX/wNf38zbORmn2Lrum9466Fx7N+2lRse+hsDxk02Aw3AH2uhdusLDzSGYa5Tk3sCDv1mff/cbf9PsHQsNL4MblsMwz+Aa5+DH9+ERbfpRr7iMcodahISEpgzZw4dO3Z02Z+VlUVcXByPPPJImdrav3+/c1uxwlx985ZbbnEeM2nSJD7++GOWLFnC2rVr2bdvHzfddFN5y3cPhRoRz5R1xHzs/4w5HwSgwaXweBpc/ZT5et0s/Nc8AcCyfz7Ff1+cSeP2MYx47tXiK50K8uFUBuxYC82vvLDvzsuGj8bB189Br4lQL8aiTlWi8IbgF2SGM78gcy7S5WNh2Puw7X/mrSBEPEC5xgwzMzMZPnw48+bNY/r06S7vFY3arFmz5oLbq1OnjsvrmTNn0rJlS6680vyhkZ6ezvz581m4cCFXXXUVAPHx8bRr147169fTvXv38nTDelqnRsQz5Z40HwNCXPc7HNDrAbj0NpjXl7AWnYHVnDh2lGvvf4i2va4svknlru/gk4fg4M/m6+a9z/+9mYfg/eGwL/H8k4k9WWht6PNXWPmE+WdZ9OfYqh90ut2coxQzRJOHxXblGqkZN24cAwcOpF+/flbXQ05ODu+++y6jR492/jDZsGEDubm5Lt/Xtm1bmjRpwrp160psJzs7m4yMDJfN7TSnRsQzOQp/1BWFmzOF1oaJSfj3fZBRL8zmvvnv0e6KPubPoMxD8OG9ED8AMIo/c8Yk47OkJsG8vnBsJ4z6tOoGmiK+geb6PmcGw6v+bv5jbu2z9tQlcpoyh5pFixaxceNGZsyY4Y56WLZsGWlpaYwcOdK5LzU1lYCAAGrWrOlybL169UhNTS2xnRkzZhAREeHcGjdu7JZ6Xej0k4hnanaFGWwu4IqdyAaNCK4RZv4D5Yd5MKuLubbN9S/BPd+ac2nAvG/UybSSG/n1Y/PqqJBIGLsaGnW1ri92yTpSvEry6cLqwZ8ehIR5cOj3yq9L5DRlCjUpKSlMmDCBBQsWEBRUwgJTFpg/fz4DBgygQYMGFWpn6tSppKenO7eUlBSLKjwHrVMj4plCa0OLPvDpX2BuH/M0imGUfvyxXfDWQPj0IWh3A4zfULhgnw9cXDiXLzsD1r/m+jnDgLX/hPdvh9b9YdTnENHQPX2qbCcOln56qft95rybz6eUPhomUgnKFGo2bNjAwYMH6dy5M35+fvj5+bF27Vpefvll/Pz8yM+v2KmXXbt2sXLlSu666y6X/fXr1ycnJ+esK6kOHDhA/fr1S2wrMDCQ8PBwl83ttE6NiOe6OR76TIGwaPNKqC/+BsdLGOn9eRnMvgLS98Koz2DQLAiNKn4/pjDURDaHda9B1tHi9z79C6yeDn3/Zn7fmadqqrL9m6HuxSW/5x8E/Z+G5C/hmYbm5d8iNihTqImNjSUpKYnExETn1rVrV4YPH05iYiK+Z97grYzi4+OpW7cuAwcOdNnfpUsX/P39WbWqeOGqrVu3snv3bnr06FGh77SU5tSIeK7gmuZpkmHvwTVPw/pX4ZUurqeQDvwM/xkDLfvCvd9A055nt1OnjfnL/egfkHMcvnvF3H/od0h4w7zC6sqHz1qtuEo7tNW8rPtck6PbXQ93rTKP+eRBMxyeazRMxA3KFGrCwsKIiYlx2UJDQ4mKiiImxrxMMTU1lcTERLZv3w7gDEFHjxb/ayY2NpZZs2a5tF1QUEB8fDwjRozAz8/1oqyIiAjGjBnD5MmTWb16NRs2bGDUqFH06NHDc658As2pEakqeo6HrqMhP8f8/xbMtVY+GmfeVfumeRAUUfrnW/cvfv7N83DiCHz9L3MU6LK7Sv+cFU5lmCGjMn39vNm3mPMso9GoqzmyFdkClowwT8NpDRupRJYvAzl79mymTZvmfN27t5ns4+PjnZN/k5OTOXz4sMvnVq5cye7duxk9enSJ7b7wwgv4+PgwZMgQsrOz6d+/P6+99lqJx9pGoUak6vhjLbS9DgILF9RbN8scjRizAvwCz/3ZPlOh8eWwZCTknYJ5fczTVf2fOf9nyyPrKMy90vwOo3A0+Il088qq9D3mRGh3ObYTkpaYp5cupG8RjeD/1sJvn5j3xvrySbj6SffVJ3Iah2FUj/HBjIwMIiIiSE9Pd9/8mndvNv+nH7rAPe2LiDUyD8JzrSC8ETywEdJ2w+u9zAXl+j994e0c/QPeHWI++ofAuO8horH1p54O/mre0iFmiPn84C/mwoH/GWPesuHim+C65yG4lrXfC/DfSfDLcpiYVPY5Qt++BCsehxEfQ/M/WV+bVAtl+f2tG1paSXNqRKqGGnXN0YPMVHNS8H/GmFcp9f1b2dqJbGHedmHIfMjNghc7wJqZ5nvl+fdiQYF5O4Xtq+D7uZCxz/X9y//PvNKoqH3/wpCxbQW83Bl2flv27zyX/T/Bpnehx33lm/Tc435o2gs+GA2711tbm0gJFGqs5OOr008iVUWvCfB/X0NQTfPKnhteKf/VSh1uhpvfhLrtYe1MeCLCvAv4fyfB8Qu4R91P78PMpvBkLXimAbx7E3z2F3i+nTlKsvRu87igiOKFBI0C83mDTnD/jxBQwzxNZIUTR2DJKJjTG2rUh8vGlq8dHx+45S0z/L1zE+zbZE19IqXQrVWt5Otv/itLRKqGeu3NO3Qf32fOBamImCHQfrA56vPzUnPfj2/CpgVmgPqqcMXdIfPNx5wT0OoaCI+GnV/DqTTzTt7tboAa9WDnN+YVWovvMFfyvWke1G0L+zaany/IM09zGQaE1TdHn6xYUiIlwZzkm3sSBr1mBraKzBOqUQfu+BD+fT0s+DPctQJqNat4nSIlUKixkiYKi1Q9Pj4VDzSnt3XzmxA301xp9+Qx+HhicaABM/QUCY40g8yvy6HjrXDT3OL32l4LmxeZK/n2ewI6/tncH164MOnsXpCTZYYGMP9RVdErjTL2w9uDoH6Muc6OVQsHBoTAbe/D/KvNOUijvyh5dWKRClKosZJCjYg4HGagAXPi7i1vQeYByM6E4/shYy+0GWCub7N9pXn1Uo9xcOVfz27r7jXm+41PW7qiRR+4dQFsfh98A8xQBNYs/rl2pnlKa/iSc1/SXh6hteH2/8D8/jDvKhi2yBwpE7GQQo2VNKdGRM7kcJinh8KA2hcV77/qUXM7l5pNzO1M7a4zt9P5+p/988cwICcTdn9vLiR45pyhtBQ4vNWcQ5OxBza8ZY4KWR1oikS2gLGrYOFQ8waht75zYXc7F7lACjVW8inhh4qISGXwDzHXhnm1O9RpDX5B5g08T6WZ7weEwaXDoONQM8ikJpkhJjer+PN12kH7Qe6ts2YTuPMj+GCUuQzGbe+bKziLWEChxko+flo9U0Ts0f8Z89TUoa1w6DdzeYmgcKjVFGJuNk99/TAPfiict1OrObQdCFdMMp9X5n2qatQxT0UtGg7vDTNPd2kdG7GAQo2VNKdGROxSq6m5eOC5dL8PThyC2q2LV1K2i18g3PouvDcUFv7ZDDkl3WtLpAy0To2VNKdGRDxZzcbQsLP9gaaIfxAMXQgNu5iXe+9LtLsiqeIUaqxU0kQ9EREpXUCIeef02q3My72PJNtdkVRhCjVW0uknEZGyCwyD4R9AcE1YcIt5A0+RclCosZJCjYhI+YRGmROGTx6D92+HvGy7K5IqSKHGSppTIyJSfpEtzEX59vwIy+4r301BpVpTqLGS1qkREamYJt3gpjmw5QNY/Yzd1UgVo1BjJa1TIyJScRcPNlc2/upZSHzPufuzpP3sOZZlX13i8bROjZU0p0ZExBq9JppXQi2/HyIase/gQaZ8mEdoRG3eG9udZrVD7a5QPJBGaqykOTUiItZwOOC6F8wF+f59HQ0+G83qwAcJ9Yehc9ez4/AJuysUD6RQYyWN1IiIWMfXH/78NvS8n7e5jijHcZZdkkBooC9D567jj0OZdlcoHkahxkq+/oBh3nNFREQqLrgmXDOdx07dxmc+fajx7Qw+7LWbGoF+DJ27nmQFGzmNQo2VfAqnKGm0RkTEco8a90CTHoSveZTFQxsREezPsLnr2X6w5GCTmZnJ448/TlxcHJGRkTgcDt56662zjvvhhx+477776NKlC/7+/jgcjlJrSE9P5+GHH6ZVq1YEBwfTtGlTxowZw+7du12O+/DDD+nfvz8NGjQgMDCQRo0acfPNN7Nly5YK/RnIuSnUWEmhRkTELWIahnNNh4bmvaICI4haPpL3hrekZog/w+atZ/vB42d95vDhwzz55JP8+uuvXHLJJaW2/emnn/LGG2/gcDho0aJFqccVFBRw9dVX89prrzF48GBeeeUVhg0bxpIlS+jZsyfHjxfXkJSURK1atZgwYQKvvfYa9957L5s2beLyyy/np59+qtgfhpRKVz9ZycfXfFSoERGxVLC/L9m5BRASCcMWwtuDqP3hUN67bSG3LdzJ0Lnf897YbrSqF+b8THR0NPv376d+/fr8+OOPXHbZZSW2fe+99zJlyhSCg4MZP348v//+e4nHrV+/noSEBGbNmsW4ceOc+9u0acPo0aNZuXIlgwcPBuCxxx476/N33XUXjRo14vXXX2f27NkV+eOQUmikxko+/uaj1qoREbFUgJ8POfkF5ov6HeDO5XDiMFHvDWTRkChq1whg2Lz1/H6geLQkMDCQ+vXrn7ftevXqERwcfN7jMjIynMefLjo6GuC8bdStW5eQkBDS0tLO+11SPgo1VtLpJxERt/D39SE3v4Dc/AIKCgyoHwNjVoBfMLUW3cCiQTWoXSOQYXPXszX17FNRVujatSuhoaH8/e9/58svv2Tv3r2sXbuWhx9+mMsuu4x+/fqd9Zm0tDQOHTpEUlISd911FxkZGcTGxrqlPlGosZZCjYiIWwT5+fLFzwdo9bfPuH7WN+bOmo1h1GcQ3oCa7w/m/euDqBsexG3z1vNbaoblNdSuXZv333+f9PR0YmNjadSoEX369KFBgwZ8+eWX+PmdPaOje/fu1K1bl44dO7J48WIeffRRxowZY3ltYlKosZLm1IiIuMVf4tow46YOtK0f5noZd2gUjPgYarciYvEQ3o+DeuFB3Dbve37db32wqVOnDp06deLpp59m2bJlPPHEE3z99deMGjWqxOPj4+P5/PPPee2112jXrh0nT54kP1/LfriLJgpbybdwTo1CjYiIpVrWqUHLOjU4kZ3HCyvOmMgbXBPu+BDeG0b4B39m8U3vcusKc8RmwV3dad8g3JIa/vjjD/r27cvbb7/NkCFDABg0aBDNmjVj5MiRfPbZZwwYMMDlMz169HA+Hzp0KO3atQPgueees6QmcaWRGivp9JOIiFv5+jjIKzDOfiMwDG5bDE16UOODYSzp+hsNawZx2xvr+XlfuiXf/dZbb3Hq1Cmuu+46l/033HADAN9+++05P1+rVi2uuuoqFixYYEk9cjaFGisp1IiIuJVfaaEGICAEhr0H7W8g5H8PsTT6XZrVDOC2ed+TXMoCfWVx4MABDMM46/RRbm4uAHl55//Zf/LkSdLTrQlZcjaFGitpTo2IiFv5+/qQX2BgGKUEG79AGPIGDJlPwK9LWRLxEhfXyufRZRVfybd169YYhsHixYtd9r/33nsAdOrUybnv4MGDZ31+586drFq1iq5du1a4FimZ5tRYSevUiIi4lY+PeQuD/AIDP9/Sb2dAh5shJIo5k4bQLm8dmzLMwPHu4qXs2bMHgPvvv5+IiAh27drFO++8A8CPP/4IwPTp0wFo2rQpd9xxBwAjR47kueee4//+7//YtGkTF198MRs3buSNN97g4osvdi68B9ChQwdiY2O59NJLqVWrFtu2bWP+/Pnk5uYyc+ZMa/9QxMlhlBp3vUtGRgYRERGkp6cTHm7NpLGzHPwNXusGo/8HTbq55ztERKqxpRv3MHnxTzSsGUxWTh4Bfj4sursHzWuHlnh8syaN2JWyt8T3duzYQbNmzVizZg19+/Yt8Zgrr7ySNWvWOF/v3buXxx57jNWrV7N3716ioqK47rrreOaZZ6hdu7bzuCeeeIJPPvmE5ORkjh8/Tt26denduzePPPIIHTp0KP8fQDVUlt/fCjVWOrwdZnWBkZ9Cs17u+Q4RkWrscGY2b36zA4cDDh/P4f0fU3hnzOX8qVWd0j90PBWWjMLYt5FHwqbz32NNeGdMNy5tXLPS6pbyK8vvb82psZLm1IiIuFXtGoE8HNeWv/Rvy6SrWwOUPnG4SFh9uONDHA278MzJ6VwVdZQ73vieTbuPVULFUpkUaqzkXKcm1946RESqAd+i+TX5F3DCwT8Ihi7EEd6QFzMe5Mrax7lz/g9sVLDxKgo1VnJe0q3VIkVE3M2vMNTkFRRc0PF5AeHsH7QQR2AYLxc8zeV187lz/g9s2KVg4y0UaqykdWpERCqNr2/RlVAXdvzSTXu54tVfWNppPj45x5lnTGNw1G7unP89P+486sZKpbIo1FhJc2pERCpNWUdq8gsM8gsMJq9I550mT+HjcPBkxt+5sc5+Rrz5AwkKNlWeQo2VnOvUaE6NiIi7Fc2pycrJJysnj5M5+ZzKLd6y8/LJySsgJ6+A3PwCZwiaOqAtf98UzsJL/40juiPTs57i6vqZjHjzB37YoWBTlVUo1MycOROHw8HEiROd++bOnUufPn0IDw/H4XCQlpZ2QW3t3buX22+/naioKIKDg+nQoYNzESQwFz1yOBwuW1xcXEXKt57m1IiIVBp/Hx/8fBxMXZpE+8e+oN1jn9P278Vbm0c/p/Wjn9H60c9o9bfP+MsHmwG4s0czRvVqxt8/SeaH7q/iCInk+VOP0b9+JiPjf+D7P47Y3DMpr3KvKJyQkMCcOXPo2LGjy/6srCzi4uKIi4tj6tSpF9TWsWPH6NWrF3379uWzzz6jTp06bNu2jVq1arkcFxcXR3x8vPN1YGBgect3D82pERGpND4+Dhbd3Z29aSed+wwDDAzz0QDDud/AAOqEBRIc4Mvfrm3H2+t2cf9Hu/h+/HJ83r6R5zP/yl/rP8nI+AQWju1Gpya1Svxe8VzlCjWZmZkMHz6cefPmOZeSLlI0anP6Cozn849//IPGjRu7BJbmzZufdVxgYCD169cvT8mVQ3NqREQqVddmkZTnTkp+vj6M69OSl7/czjPfpPPXkZ/i886N/OPAvXQy+vDz3jYKNVVQuU4/jRs3joEDB9KvXz9Lili+fDldu3bllltuoW7dunTq1Il58+adddyaNWuoW7cubdq04d577+XIkdKHCLOzs8nIyHDZ3M7hMEdrtE6NiIjHm3xNGx6/vj3zvv6Dcct2sbjhFACG+q3hz7V+t7k6KY8yh5pFixaxceNGZsyYYVkRf/zxB6+//jqtWrXiiy++4N577+WBBx7g3//+t/OYuLg43n77bVatWsU//vEP1q5dy4ABA866BXyRGTNmEBER4dwaN25sWb3n5OOnOTUiIlXEqF7NeX14Zz7bksrD3/kw47J1FNTrQMCPc+0uTcqhTKefUlJSmDBhAitWrCAoKMiyIgoKCujatSvPPPMMYN6+fcuWLcyePZsRI0YAMHToUOfxHTp0oGPHjrRs2ZI1a9YQGxt7VptTp05l8uTJztcZGRmVE2x8/HT6SUSkComLiebx69vTtn44PVpGwZbJ8MEo+OJvcPVT4KMLhauKMv1NbdiwgYMHD9K5c2f8/Pzw8/Nj7dq1vPzyy/j5+ZU6anI+0dHRtG/f3mVfu3bt2L17d6mfadGiBbVr12b79u0lvh8YGEh4eLjLVil8fBVqRESqmFG9mpuBBiDmJhjwT1j/GiwZAbknz/1h8RhlGqmJjY0lKSnJZd+oUaNo27YtU6ZMwdfXt1xF9OrVi61bt7rs+/3332natGmpn9mzZw9HjhwhOjq6XN/pNj7+WqdGRKSq63Y3RDSCD0bDv2+AYYsgNMruquQ8yjRSExYWRkxMjMsWGhpKVFQUMTExAKSmppKYmOgcQUlKSiIxMZGjR4sXNIqNjWXWrFnO15MmTWL9+vU888wzbN++nYULFzJ37lzGjRsHmFdb/eUvf2H9+vXs3LmTVatWMWjQIC666CL69+9f4T8ES2lOjYiId2h7LYz8BI7tgPn94Eiy3RXJeVh+onD27Nl06tSJsWPHAtC7d286derE8uXLncckJydz+PBh5+vLLruMDz/8kPfee4+YmBieeuopXnzxRYYPHw6Ar68vmzdv5oYbbqB169aMGTOGLl268PXXX3vmWjU6/SQi4h0adYExK8DhA/OvhpQf7K5IzsFhGMYF3LO96svIyCAiIoL09HT3zq95sSPEDIF+j7vvO0REpHJlHYVFt8G+TXBzvDmKI5WiLL+/NaXbar7+WqdGRMTbhETCHcugYRd4fzikJNhdkZRAocZqmlMjIuKd/INg6EJo3A3evgF++9TuiuQMCjVW05waERHvFVwTbl8KLfqYp6O+mwWHS15aRCqfQo3VfHx1SbeIiDcLCIFbF0CvCfC/v8GsLrDzG7urEhRqrOfjr5EaERFv5+MDV0+D/uZK+PznLjPYFBTYW1c1p1BjNc2pERGpPnqMgwe3Qo268NZAmHul1rOxkUKN1TSnRkSkegmrD3etMq+OyjkBc/vC1s/trqpaUqixmo+vLukWEalufP2hZV8Y+yU0uwLeuxU+GAOHfre7smpFocZqvppTIyJSbQXXhFvfheteMFcffiMWfv0vVI91bm2nUGM1zakREanefHyg62i47zto2tNcrO/dIXBo6/k/KxWiUGM1zakRERGAwDDz7t5DF8LRZHi1G7x9IxzdYXdlXkuhxmpap0ZERIo4HNB2INz3PQyaBcd2wry+kLza7sq8kkKN1bROjYiInMk/CDrdDnevhuhL4Z0bYdl9Wo3YYgo1VtOcGhERKU1wLRi+BOJmQvKX8Opl5lVSB36xuzKv4Gd3AV5Hc2pERORcfP2h+73QZRQkvgvfvAiv94AmPaBlLHS4GSKb211llaSRGqtpnRoREbkQ/kFw2V1w/0a44RUIqAHfPA8vdzJPTaXvtbvCKkcjNVbTOjUiIlIWfgHQ+U5zy8mCxAWwZiZsWQo97oOe95unreS8NFJjNc2pERGR8goIgcvHwgObzECz7lV4rjUs/T+N3FwAhRqraU6NiIhUVFA4xD4GEzabj8lfwqyu8NVzkHXU7uo8lk4/WU3r1IiIeDbDMP/xmXcK8rKLHwvyzM0oAIev+fPc4WuuEOzyuoT9Re1igMMHfAMLj3Ocv478nMIt97TH3OL9TXpC/Q6w9p/w5VPmFtkSbnjZvM+UOCnUWE2nn0RErJOXA9nHIee4+Zh93Jx3kncKcjKL92UfL+V15tnhJe8UUFn3YioMNS7hpvC5UYHfFUeT4a2B8NgxM1wJoFBjPS2+JyLViWFAbhacyoDsDDiVXvg8HXJPmQEiP+eMYJED+dnFoxJ52WYb2cfNNrKPm2Ek+7h53Ln4+Ju3Izh9C6gBIVFQqykEhJlXGfkFgW+A+egXWPh42mvfALMtX3/AYQaOgvwzHgtK3w/FwcUwzL4VXQnrvJml4frcx8/8Xt8A83tdHguf+/ibIz8Y5giSUfhYkAehtRVozqBQYzXNqRERuxkGZB2BjH1wPNUMCvk5ZnhwPmab4cIZOkp4z+Uxu+T38k6de8TB4QN+wacFicIA4Rfg+ss7oAZENDIfnQElvPDxjH1FxweGme2JFFKosZrWqRGRC1U0ypGTZZ4qyTlR+DqzcN8J83lu0fPTttyi56UcV+LpFUdhqAgsDBUlPQYWHxMQcvZ7ztGO0/YFhpsTW4Miip8HhoN/CPjq14xUHv3XZjXNqRGpPIZhnr44ecz8JQ+Qn1c89H/6hEvnhMxc1+dnvpefW/jZnDPauoB2nZ897XlBvnm6wHn6gMLHfMg9yXnndjh8zFGJgFAzJASEnrbVgBr1z9hXeFxoHQiLhrD6ZsjwDTRHOM41cVWkilOosUJetnm5Xe5JOPiLTj9J1WcY5mmLg7+YpzBKOx1x1mmLwl/yRVeBuDxSwr7T38MMAGeGgjNDSEFecaCoyETLIkXzKIrmL/gGmKMLp8+xKJrn4ONX/Nwv0Dz9cdZnT39dOB/CuTlcX/sHm8HEGVZqmKMjAaHgXxhQ/AIVREQukEKNFX7/AhbfUfw6soV9tYhUVMZ+eOtaOPpH8T4fv9NOQ5R22iKgOAj4+ACO4l/GDgeuV4E4Sn50+JQQMk4PGGc8LwoSgTXM0x0OR9lDigKDiNdQqLFCfo75+ODv5g9XvyB76xEpr/w8+GC0Oep467tQtz3UbKp5ESJSJegnlZUCw8yhY5Gq6ssnIeV7GPkJNO1hdzUiImWiUCMipt8+hW9fgmumK9CISJWkVXtEBI7ugGX3QNvroMd4u6sRESkXhRorGOe5JFPEk+WegiUjILgWDHpVE2dFpMrS6Scr6ZeBVEX/exQO/gZ3rYDgmnZXIyJSbhqpEanOThyBDfHQ9xGIvsTuakREKkShRqQ6+2WZefr00uF2VyIiUmEKNZbQnBqpopI+gJZ9oUYduysREakwhRqR6iptN+z+DjrcYnclIiKWUKixlCYKSxWy5T/gFwxtB9pdiYiIJRRqRKqj4wcgcSG0GWCuhC0i4gUUakSqm98+gZc6msGm+312VyMiYpkKhZqZM2ficDiYOHGic9/cuXPp06cP4eHhOBwO0tLSLqitvXv3cvvttxMVFUVwcDAdOnTgxx9/dL5vGAaPPfYY0dHRBAcH069fP7Zt21aR8q2jxfekqsg5AZ88BM2ugImbofFldlckImKZcoeahIQE5syZQ8eOHV32Z2VlERcXxyOPPHLBbR07doxevXrh7+/PZ599xi+//MK//vUvatWq5Tzm2Wef5eWXX2b27Nl8//33hIaG0r9/f06dOlXeLohUP9+8AFlHYOC/tNCeiHidcq0onJmZyfDhw5k3bx7Tp093ea9o1GbNmjUX3N4//vEPGjduTHx8vHNf8+bNnc8Nw+DFF1/k0UcfZdCgQQC8/fbb1KtXj2XLljF06NDydMN6WlFYPNmxnfDty9DzfqjVzO5qREQsV66RmnHjxjFw4ED69etnSRHLly+na9eu3HLLLdStW5dOnToxb9485/s7duwgNTXV5fsiIiLo1q0b69atK7HN7OxsMjIyXDaRam3DWxAQCn+abHclIiJuUeZQs2jRIjZu3MiMGTMsK+KPP/7g9ddfp1WrVnzxxRfce++9PPDAA/z73/8GIDU1FYB69eq5fK5evXrO9840Y8YMIiIinFvjxo0tq1ekStrxFbS8ygw2IiJeqEyhJiUlhQkTJrBgwQKCgoIsK6KgoIDOnTvzzDPP0KlTJ+6++27Gjh3L7Nmzy93m1KlTSU9Pd24pKSmW1Xs2TRQWD3cqHfZtguZ/srsSERG3KVOo2bBhAwcPHqRz5874+fnh5+fH2rVrefnll/Hz8yM/P79cRURHR9O+fXuXfe3atWP37t0A1K9fH4ADBw64HHPgwAHne2cKDAwkPDzcZXM/zakRD7VrHRgF0EyhRkS8V5lCTWxsLElJSSQmJjq3rl27Mnz4cBITE/H19S1XEb169WLr1q0u+37//XeaNm0KmJOG69evz6pVq5zvZ2Rk8P3339OjR49yfadItbLzawhvBJEt7K5ERMRtynT1U1hYGDExMS77QkNDiYqKcu5PTU0lNTWV7du3A5CUlERYWBhNmjQhMjISMMPR4MGDGT9+PACTJk2iZ8+ePPPMM/z5z3/mhx9+YO7cucydOxfAuRbO9OnTadWqFc2bN+fvf/87DRo04MYbb6zQH4BItbBjrXnqSVfoiYgXs3xF4dmzZ9OpUyfGjh0LQO/evenUqRPLly93HpOcnMzhw4edry+77DI+/PBD3nvvPWJiYnjqqad48cUXGT58uPOYhx9+mPvvv5+7776byy67jMzMTD7//HNL5/aUmxbfE0929A9I3aJTTyLi9RyGUT1+I2dkZBAREUF6err182sS34Nl98Cjh8AvwNq2RSoi6yi80Q8wYOxqLbgnIlVOWX5/l2vxPSmFhvbF0yQugIy9cN86BRoR8Xq6oaWIN0vdAvViNEFYRKoFhRoRb3bgZ6jX/vzHiYh4AYUaS1SLaUlS1eTnwuGt5kiNiEg1oFAj4o3yc+GLRyA/Bxp0trsaEZFKoYnCltJEYfEAxw/AkhGwJwGufQ4aX2Z3RSIilUKhRsSbpCTA+7ebz0d+Ck262VuPiEglUqgR8RZ52WagqdkYbl0AYfXO/xkRES+iUGOF6rF+oXi6zYshMxVGfKxAIyLVkiYKW0mL74ldCgrgu1egzbVQp7Xd1YiI2EKhRsQb/LLMvHy75wN2VyIiYhuFGpGq7lQ6fD7VHKVp2sPuakREbKNQI1LVfTkdso/Dtf+0uxIREVsp1FhCE4XFJoe2wg/zoO8jENHI7mpERGylUGMpTRSWSvbVPyG8IVw+1u5KRERsp1AjUlUd2wVb/gNXTAS/QLurERGxnUKNSFW1PxGMArh4sN2ViIh4BIUaK2jxPbHDsZ0QEAYhUXZXIiLiERRqRKqqYzuhVjMt+igiUkihxkr65SKV6dguqNXU7ipERDyGQo1IVXQqA1KTILK53ZWIiHgMhRqRqujTv0DuSeg62u5KREQ8hu7SbQlNFJZKcuIIbPw3bF4Eg+dCZAu7KxIR8RgKNVbSnBqxwslj8OG9UJALwZFQoy74BcHOryHlB8CArmPgklvtrlRExKMo1Ih4mh/jIflLaHU1pO+BvRsgOwMad4MbXoZW10BYfburFBHxOAo1Ip4kP9e8l1PHP8OgWXZXIyJSpWiisIgn+XkZHN8H3e+zuxIRkSpHocYKWlFYrGAYsP5VaNEX6rW3uxoRkSpHoUbEU6R8D/s2aZRGRKScFGpEPMW6VyGqFVzUz+5KRESqJIUaEU9wbBf89l/ofi/46H9LEZHy0E9PEbudOAxLRphr0lwyzO5qRESqLF3SbYVT6RBQw+4qxJMVFEDSEtj9HUS2hDptofHlkH0c3hls/jd0x4cQEGJ3pSIiVZZCjRVysyAw3O4qxFMV5MNH4+GnhVC7DWxeArknwOFrhuHgCBj9OUS1tLtSEZEqTaHGCrqkW0pTkA/L7oOkxXDTG9DxFnPUJm2XuWrw4d+h10QIj7a7UhGRKk+hxiq675OUJOEN2Pw+3DwfYoaY+3x8ILI5RI6xtzYRES+jicKW0EiNlODEYVj9NHQZWRxoRETEbRRqLKORGjmNYcDy+8HhA1f93e5qRESqBZ1+soLm1EgRw4Ctn8G6WbDrWxi2CEKj7K5KRKRa0EiNVTSnRnZ9B2/2h0XDwCiAWxdAmwF2VyUiUm1UKNTMnDkTh8PBxIkTnfvmzp1Lnz59CA8Px+FwkJaWdt52nnjiCRwOh8vWtm1bl2P69Olz1jH33HNPRcq3kEZqqrX8PPhgNMQPgLxT5nozoz+HdtfZXZmISLVS7tNPCQkJzJkzh44dO7rsz8rKIi4ujri4OKZOnXrB7V188cWsXLmyuDC/s0sbO3YsTz75pPN1SIgnLVSmkZpqa/V0+HkZDJ4DHf6s2xyIiNikXKEmMzOT4cOHM2/ePKZPn+7yXtGozZo1a8pWiJ8f9evXP+cxISEh5z3GFppTU339+l/45gW4+km4ZKjd1YiIVGvl+ifluHHjGDhwIP36WXc34W3bttGgQQNatGjB8OHD2b1791nHLFiwgNq1axMTE8PUqVPJysoqtb3s7GwyMjJcNvcxNFBTHR1JhmX3QrvroecDdlcjIlLtlXmkZtGiRWzcuJGEhATLiujWrRtvvfUWbdq0Yf/+/UybNo0//elPbNmyhbCwMABuu+02mjZtSoMGDdi8eTNTpkxh69atLF26tMQ2Z8yYwbRp0yyrUcTJMGB/orlScI26MOg1TRQXEfEAZQo1KSkpTJgwgRUrVhAUFGRZEQMGFF8h0rFjR7p160bTpk1ZvHgxY8aYq67efffdzmM6dOhAdHQ0sbGxJCcn07Ll2ffMmTp1KpMnT3a+zsjIoHHjxpbV7MIw0FCNlysogL0/wi8fwa/LIW03hNaFEcshSPf9EhHxBGUKNRs2bODgwYN07tzZuS8/P5+vvvqKWbNmkZ2dja+vb4WLqlmzJq1bt2b79u2lHtOtWzcAtm/fXmKoCQwMJDAwsMK1SDVlGHBsh3mZ9q7vIHk1HN9nBpl210H7QdD0CvDVUk8iIp6iTD+RY2NjSUpKctk3atQo2rZty5QpUywJNGBORE5OTuaOO+4o9ZjExEQAoqM94UaAhk4/eJP8XPjPXfDLMsAB9WPg4huh7XXQpDv4WPPfuYiIWKtMoSYsLIyYmBiXfaGhoURFRTn3p6amkpqa6hxlSUpKIiwsjCZNmhAZGQmY4Wjw4MGMHz8egIceeojrr7+epk2bsm/fPh5//HF8fX0ZNmwYAMnJySxcuJBrr72WqKgoNm/ezKRJk+jdu/dZl5SLVEh+LiwZCdv+B4NeNYNMcE27qxIRkQtg+dj57NmzXSbo9u7dG4D4+HhGjhwJmCHl8OHDzmP27NnDsGHDOHLkCHXq1OGKK65g/fr11KlTB4CAgABWrlzJiy++yIkTJ2jcuDFDhgzh0Ucftbr88tGcGu9weqD58zvQJs7uikREpAwchlE9FlnJyMggIiKC9PR0wsMtnti54nFzAumERGvblcpTUAAf/h/8/CHc+q4CjYiIhyjL72/NcrSE5tRUaYYBn0+BpCVwS7wCjYhIFaVQYxmFmiprzQz4YS5c/xJcPNjuakREpJx0kxorVI8zeN5p/euw9h/Qbxp0GWl3NSIiUgEKNZbQ6acqKXEhfP5X6DUBrphodzUiIlJBCjVSPf36MXw0DjqPMEdpRESkylOosYIu6a5a0nbDh4U3orzuBY2yiYh4CYUaqV4KCswbUQZFwA2vaHVgEREvoqufrKJ/7VcNP8yBnV/DncvNYCMiIl5DIzVSfRz6HVY+Ad3ugRZX2l2NiIhYTKHGCppT4/kMAz66DyIaQezjdlcjIiJuoNNPUj2k/AB7EmD4BxAQYnc1IiLiBhqpsYTWqfF4P74JtZpBy1i7KxERETdRqBHvl3XUvFFll1Hgo//kRUS8lX7CW0Fzajxb4kIwCqDT7XZXIiIibqRQI94tP8889dR+EITWtrsaERFxI4UaS2hOjcdKmAdH/4Ae4+yuRERE3Eyhxgq6S7dnSt8LX06Hy8ZAw852VyMiIm6mUGMZjdR4nM8ehoBQiH3M7kpERKQSaJ0aS2ikxuNsWwG//RduflO3QxARqSY0UmMVzanxLF/9Exp3h4tvsrsSERGpJAo1VtCcGs+SkgAp30OvCQqbIiLViEKNZfTL02MkfwlBNaF1nN2ViIhIJVKosYRGajzKod+gfgetHiwiUs3op75VNFDjOU4cghr17K5CREQqmUKNFXSbBM+SfRwCa9hdhYiIVDKFGvE+uVngH2p3FSIiUskUaiyh2yR4lJwsc9E9ERGpVhRqrKBLuj1LTiYEhNhdhYiIVDKFGstopMYjGIZOP4mIVFMKNZbQSI3HOHEI8nMgrL7dlYiISCVTqLGK5tR4hsPbzMfare2tQ0REKp1CjRU0p8ZznEo3H0Mi7a1DREQqnUKNZTRS4xFyMs3HAK1TIyJS3SjUWEIjNR4jJxMcPuAfbHclIiJSyRRqrKI5NZ4hLxv8gvX3ISJSDSnUiHfJPQl+gXZXISIiNlCoEe+Slw1+QXZXISIiNlCosYKufvIceac0UiMiUk0p1FhGczg8wpHtWnhPRKSaUqgR75F7CpJXQ6ur7a5ERERsUKFQM3PmTBwOBxMnTnTumzt3Ln369CE8PByHw0FaWtp523niiSdwOBwuW9u2bV2OOXXqFOPGjSMqKooaNWowZMgQDhw4UJHyxdvs/AZyT0DrAXZXIiIiNih3qElISGDOnDl07NjRZX9WVhZxcXE88sgjZWrv4osvZv/+/c7tm2++cXl/0qRJfPzxxyxZsoS1a9eyb98+brrppvKWbz1dQmy/3z+DiCZQt53dlYiIiA38yvOhzMxMhg8fzrx585g+fbrLe0WjNmvWrClbIX5+1K9f8lyI9PR05s+fz8KFC7nqqqsAiI+Pp127dqxfv57u3buXuQ/W0kRhj7Dja2jVTwFTRKSaKtdIzbhx4xg4cCD9+vWzrJBt27bRoEEDWrRowfDhw9m9e7fzvQ0bNpCbm+vyfW3btqVJkyasW7fOshqkCisogKPJULe93ZWIiIhNyjxSs2jRIjZu3EhCQoJlRXTr1o233nqLNm3asH//fqZNm8af/vQntmzZQlhYGKmpqQQEBFCzZk2Xz9WrV4/U1NQS28zOziY7O9v5OiMjw7J6xQP5+JgrCRfd+0lERKqdMo3UpKSkMGHCBBYsWEBQkHULnA0YMIBbbrmFjh070r9/fz799FPS0tJYvHhxuducMWMGERERzq1x48aW1VsynfKwXcNOsEsjdyIi1VWZQs2GDRs4ePAgnTt3xs/PDz8/P9auXcvLL7+Mn58f+fn5lhRVs2ZNWrduzfbt2wGoX78+OTk5Z11JdeDAgVLn4UydOpX09HTnlpKSYkltJdKUGs/Qoq95BVRejt2ViIiIDcoUamJjY0lKSiIxMdG5de3aleHDh5OYmIivr68lRWVmZpKcnEx0dDQAXbp0wd/fn1WrVjmP2bp1K7t376ZHjx4lthEYGEh4eLjLJl6uZV/zku491p0aFRGRqqNMc2rCwsKIiYlx2RcaGkpUVJRzf2pqKqmpqc5RlqSkJMLCwmjSpAmRkZGAGY4GDx7M+PHjAXjooYe4/vrradq0Kfv27ePxxx/H19eXYcOGARAREcGYMWOYPHkykZGRhIeHc//999OjRw8PuPJJPEb9SyA4Ev5YDc162V2NiIhUsnJd0n0us2fPZtq0ac7XvXv3BsxLsEeOHAlAcnIyhw8fdh6zZ88ehg0bxpEjR6hTpw5XXHEF69evp06dOs5jXnjhBXx8fBgyZAjZ2dn079+f1157zeryy0+XEdvPx8dco+boDrsrERERGzgMo3rcjTEjI4OIiAjS09OtPxW17D7znkNj/mdtu1I2hgEvxMDFN0L/p+2uRkRELFCW39+695N4j4O/QMYeaH6l3ZWIiIgNFGrEOxgGfD4VajaF5r3trkZERGxg+Zya6ktzamz1xxrYsRaGLQJ/69ZQEhGRqkMjNVL1nTwGH0+ARpdD6zi7qxEREZtopMYK1WOutWfKz4MP74FT6TBiua5CExGpxhRqrKJfppXvVAZ8MBqSvzRPO9VqZndFIiJiI4UaqVoKCuDYDtj1LXz9PGQdgeFL4KJYuysTERGbKdSI5zu2CxIXmCMyB34xb4UA5vyZa6ZD7Vb21iciIh5BocYSmlPjNj+9D8vvB98AaN0f2t0A9dpDg84QEml3dSIi4kEUaiyjOTWW2/kNLLsHLhkG1/4TAkLtrkhERDyYQo14phOH4T93QdNecMMr4GPNHeBFRMR7aZ0a8TwFBeZl2vm5cNM8BRoREbkgGqkRz5PwBmxfAcP/A+HRdlcjIiJVhEZqxLPknoKvn4NLb4dW/eyuRkREqhCFGitoRWHr/LQQMg/CFZPsrkRERKoYhRrxHPl58O1L0P4GqH2R3dWIiEgVo1AjnuP3z+HYTo3SiIhIuSjUWEX3fqq4n5dCvRho0MnuSkREpApSqBHPkHsStn4O7W+0uxIREamiFGrEM2xbYd7T6eIb7a5ERESqKIUa8Qy/LDNPPenmlCIiUk4KNZbQJd0VUnTqSaM0IiJSAQo1Yr+iU0/tB9tdiYiIVGEKNWK/nz+Eeh20No2IiFSIQo1ldEl3ueRkwe9fwMWD7K5ERESqOIUasdd2nXoSERFrKNSIvX5eplNPIiJiCYUaK+iGluWTvge2fqarnkRExBIKNWKPA7/A/GsgtA50usPuakRExAso1EjlysuBj8bD7CsgqCaM+R+E1bO7KhER8QJ+dhcgVVRBgTnJd8t/4MDPENEIYoZA24EQEFryZ/Lz4D9jzLtxXzMduowo/VgREZEyUqiRssvPg2X3QtJiqN0GmvUyTyctHQsBNaDNteZdy08cguhLzbtuZx+HhHmQmgS3vgttBtjdCxER8TIKNVZxVKN1aja9DVs+gCHzocPNxfuP7oDNi+GXj8DHB8IbQuJC+OZ58/0mPWHEx9C0pz11i4iIV1OosUQ1uvrJMGD969DuetdAAxDZHPpMMbfTHU8F/xAICq+8OkVEpNrRRGEpm+OpcPh36PDnC/9MWH0FGhERcTuFGimb4/vMx5qN7a1DRETkDAo1Uj4O/acjIiKeRb+ZpGwcvuZjfq69dYiIiJxBoUbKJrS2+Zh1xN46REREzqBQY4XqdO+nkMJQc+KQvXWIiIicQaFGysY/CAIjFGpERMTjVCjUzJw5E4fDwcSJE5375s6dS58+fQgPD8fhcJCWllbhNgH69OmDw+Fw2e65556KlC/lFVpboUZERDxOuUNNQkICc+bMoWPHji77s7KyiIuL45FHHrGszSJjx45l//79zu3ZZ58tV+1SQb4BkHPC7ipERERclCvUZGZmMnz4cObNm0etWrVc3ps4cSJ//etf6d69u2VtFgkJCaF+/frOLTxcC7pVurTdcOhXaHS53ZWIiIi4KFeoGTduHAMHDqRfv36WFXIhbS5YsIDatWsTExPD1KlTycrKKvXY7OxsMjIyXDapIMOA/06CsGhoe63d1YiIiLgo872fFi1axMaNG0lISLCsiAtp87bbbqNp06Y0aNCAzZs3M2XKFLZu3crSpUtLPH7GjBlMmzbNshrPrRpc/ZR5CNbOhO0rYdj7EBRhd0UiIiIuyhRqUlJSmDBhAitWrCAoKMiSAi60zbvvvtv5vEOHDkRHRxMbG0tycjItW7Y86/ipU6cyefJk5+uMjAwaN3bj0v7efJfurZ/Dsnsh9yQMeBbaxNldkYiIyFnKFGo2bNjAwYMH6dy5s3Nffn4+X331FbNmzSI7OxtfX98yFVDeNrt16wbA9u3bSww1gYGBBAYGlqmWcvPWdWrycmDlE7D+VWgdB4NeLV58T0RExMOUKdTExsaSlJTksm/UqFG0bduWKVOmlDnQVKTNxMREAKKjo8v8ne7hZSM1x3bBkhGQugX6z4Du93r3aJSIiFR5ZQo1YWFhxMTEuOwLDQ0lKirKuT81NZXU1FS2b98OQFJSEmFhYTRp0oTIyEjADDKDBw9m/PjxF9RmcnIyCxcu5NprryUqKorNmzczadIkevfuXerl35XLy0ZqMvbBW9eZIWbM/6Bh5/N/RkRExGaWryg8e/ZsOnXqxNixYwHo3bs3nTp1Yvny5c5jkpOTOXz48AW3GRAQwMqVK7nmmmto27YtDz74IEOGDOHjjz+2uvzy85ZRjKyj8M5NYBTAqM8UaEREpMpwGIa3TghxlZGRQUREBOnp6davb7N4BJxKgzs/srbdypaTBW8PgiPbYfQXUKe13RWJiEg1V5bf32W+pFtKU8VHavJyzDk0B36GkR8r0IiISJWjUGMJo2qffioKNH+sgdveh4Zd7K5IRESkzHSXbitU5TN4RYFm+0oYuhBaXmV3RSIiIuWiUGOZKjhSc2agaXW13RWJiIiUm0KNJargSI0CjYiIeBnNqbFKVZlTczwVTh6DVU8q0IiIiFdRqLGCYeDxp5/ycmD10/DtS4ABvgEKNCIi4lUUaqqDzEPw3q2w/yfo+zdo/ieoURciW9hdmYiIiGUUaqziqaefDAM+ug/SdsPo/0EjXa4tIiLeSaHGmxkGfD8Htv0Phr2vQCMiIl5NocYKnjSnpqAAVj0Bv3wEDh84+gdcNhbaxNldmYiIiFsp1FjFE04/HUmGL/4Gv38One8AHz+I+we0vsbuykRERNxOocYSNq5Tc+Bn+G4WpKfA7vXmBOBb34F219tXk4iIiA0Uaqxg1+mnpA9g+f1Qox7Uuxj6PgLd7oGAkMqvRURExGYKNVVRXra5eN66WdDhz3D9SwoyIiJS7SnUWMIwJ+W6W8Z++PFN2BAPWUfN+TLd/s8z5vOIiIjYTKHGMm4KFoYBe36E72fDL8vALwguGWaGmdqt3POdIiIiVZBCjRUMw/pMYxiwebEZZvZthFrN4ZrpcOltEBRh8ZeJiIhUfQo1VrH6FNCXT8HX/4KWV8Fti+Giq8FHN1UXEREpjUKNJSy+pPu7WWagueZp6Dne2rZFRES8lP7pb4WCfOsmCu/bBCseg54PKNCIiIiUgUKNFYwC8PG1pq1vXjTvnh37mDXtiYiIVBMKNVYwLBqpKciH7SvhklvB17/i7YmIiFQjCjVWMAxwWDBSc2wn5GRCg84Vb0tERKSaUaixglVzatJ2m4+RzSveloiISDWjUGMFI9+aOTXpKYADwhtVvC0REZFqRpd0W8EoOHudmsyD8MtHcCrdXDAvvMH52zm8zTzOL8A9dYqIiHgxhRorFOQXz6kpyIeEN2DF41CQC74B8N3LcN0LEDOk9Dbyc+HX5dCib+XULCIi4mUUaqxgFEDKD7BsHOxYa55Guvxu6PuIOYn4k8nwwWj4YR5cFGve8iA/B3KzICcLck/C3g3mnJpbxtrdGxERkSpJocYKrePgt0/gQJL5/NLboOFpVzDdHA8dh8L61+C7V8xTUmCO7gSEgn+IeT+nW/4NDS61pQsiIiJVncMwDIvX+PdMGRkZREREkJ6eTnh4uH2FGIZ52bZfkNaiEREROY+y/P7WSE1lczggMMzuKkRERLyOLukWERERr6BQIyIiIl5BoUZERES8gkKNiIiIeAWFGhEREfEKCjUiIiLiFRRqRERExCso1IiIiIhXqFComTlzJg6Hg4kTJzr3zZ07lz59+hAeHo7D4SAtLa3CbQKcOnWKcePGERUVRY0aNRgyZAgHDhyoSPkiIiLiRcodahISEpgzZw4dO3Z02Z+VlUVcXByPPPKIZW0CTJo0iY8//pglS5awdu1a9u3bx0033VTe8kVERMTLlCvUZGZmMnz4cObNm0etWrVc3ps4cSJ//etf6d69u2VtpqenM3/+fJ5//nmuuuoqunTpQnx8PN999x3r168vTxdERETEy5Qr1IwbN46BAwfSr18/ywo5V5sbNmwgNzfX5b22bdvSpEkT1q1bV2J72dnZZGRkuGwiIiLivcp8Q8tFixaxceNGEhISLCvifG2mpqYSEBBAzZo1XfbXq1eP1NTUEj8zY8YMpk2bZlmNIiIi4tnKFGpSUlKYMGECK1asICgoyJIC3NEmwNSpU5k8ebLzdXp6Ok2aNNGIjYiISBVS9HvbMIzzH2yUwYcffmgAhq+vr3MDDIfDYfj6+hp5eXnOY1evXm0AxrFjxyrc5qpVq0psq0mTJsbzzz9/QbWnpKQYgDZt2rRp06atCm4pKSnn/V1fppGa2NhYkpKSXPaNGjWKtm3bMmXKFHx9fcvS3AW32aVLF/z9/Vm1ahVDhgwBYOvWrezevZsePXpc0Pc0aNCAlJQUwsLCcDgcF/SZjIwMGjduTEpKCuHh4WXrWBWifnqP6tBHUD+9SXXoI6ifFWEYBsePH6dBgwbnPbZMoSYsLIyYmBiXfaGhoURFRTn3p6amkpqayvbt2wFISkoiLCyMJk2aEBkZCZhBZvDgwYwfP/6C2oyIiGDMmDFMnjyZyMhIwsPDuf/+++nRo8cFX2Xl4+NDo0aNytJdp/DwcK/+j7CI+uk9qkMfQf30JtWhj6B+lldERMQFHVfmicLnM3v2bJcJur179wYgPj6ekSNHApCcnMzhw4fL1O4LL7yAj48PQ4YMITs7m/79+/Paa69ZVreIiIhUbQ7DuJCZN9VTRkYGERERpKene3WyVj+9R3XoI6if3qQ69BHUz8qiez+dQ2BgII8//jiBgYF2l+JW6qf3qA59BPXTm1SHPoL6WVk0UiMiIiJeQSM1IiIi4hUUakRERMQrKNSIiIiIV1CoEREREa9QrUPN77//zqBBg6hduzbh4eFcccUVrF692vn+kSNHiIuLo0GDBgQGBtK4cWPGjx9/3vtHbdy4kauvvpqaNWsSFRXF3XffTWZmpru7Uyp39fN87VY2d/RzzZo1OByOEjcrb+paFu76+wT45JNP6NatG8HBwdSqVYsbb7zRjT0pnbv62KxZs7P+HmfOnOnu7pTKnX+XANnZ2Vx66aU4HA4SExPd1Ivzc1c/b7jhBpo0aUJQUBDR0dHccccd7Nu3z93dKZE7+rhz507GjBlD8+bNCQ4OpmXLljz++OPk5ORURpdK5K6/y6effpqePXsSEhJy1s2ry+SCbpzkpVq1amVce+21xk8//WT8/vvvxn333WeEhIQY+/fvNwzDMI4ePWq89tprRkJCgrFz505j5cqVRps2bYxhw4aV2ubevXuNWrVqGffcc4/x22+/GT/88IPRs2dPY8iQIZXVrbO4o58X0m5lc0c/s7Ozjf3797tsd911l9G8eXOjoKCgsrrmwl1/nx988IFRq1Yt4/XXXze2bt1q/Pzzz8b7779fGV06i7v62LRpU+PJJ590+fvMzMysjC6VyF39LPLAAw8YAwYMMABj06ZNbuzJubmrn88//7yxbt06Y+fOnca3335r9OjRw+jRo0dldOks7ujjZ599ZowcOdL44osvjOTkZOOjjz4y6tatazz44IOV1a2zuOvv8rHHHjOef/55Y/LkyUZERES566u2oebQoUMGYHz11VfOfRkZGQZgrFixotTPvfTSS0ajRo1KfX/OnDlG3bp1jfz8fOe+zZs3G4Cxbds2a4ovA3f1s7ztuou7+nmmnJwco06dOsaTTz5ZoXrLy139zM3NNRo2bGi88cYbltZbHu78u2zatKnxwgsvWFVqhbj7v9lPP/3UaNu2rfHzzz/bGmoq6/9NwzCMjz76yHA4HEZOTk656y2Pyuzjs88+azRv3rzctVZEZfQzPj6+QqGm2p5+ioqKok2bNrz99tucOHGCvLw85syZQ926denSpUuJn9m3bx9Lly7lyiuvLLXd7OxsAgIC8PEp/qMNDg4G4JtvvrG2ExfAXf0sT7vu5K5+nmn58uUcOXKEUaNGWVV6mbirnxs3bmTv3r34+PjQqVMnoqOjGTBgAFu2bHFXV0rl7r/LmTNnEhUVRadOnfjnP/9JXl6e1V24IO7s54EDBxg7dizvvPMOISEh7ij/glXW/5tHjx5lwYIF9OzZE39/f6vKvyCV1UeA9PR0530UK1tl9rPcyh2HvEBKSorRpUsXw+FwGL6+vkZ0dLSxcePGs44bOnSoERwcbADG9ddfb5w8ebLUNrds2WL4+fkZzz77rJGdnW0cPXrUGDJkiAEYzzzzjDu7Uyp39LMs7VYWd/XzdAMGDDAGDBhgZdll5o5+vvfeewZgNGnSxPjggw+MH3/80Rg2bJgRFRVlHDlyxJ3dKZG7/i7/9a9/GatXrzZ++ukn4/XXXzdq1qxpTJo0yV3dOC939LOgoMCIi4sznnrqKcMwDGPHjh22n35y5/+bDz/8sBESEmIARvfu3Y3Dhw+7owvnVRk/f7Zt22aEh4cbc+fOtbL0MnF3Pys6UuN1oWbKlCkGcM7t119/NQoKCowbbrjBGDBggPHNN98YGzZsMO69916jYcOGxr59+1za3L9/v/Hrr78aH330kdG+fXvj3nvvPWcNCxYsMOrVq2f4+voaAQEBxkMPPWTUq1fPmDlzptf0syztVuV+ni4lJcXw8fExPvjgA8v65yn9XLBggQEYc+bMce47deqUUbt2bWP27Nle0ceSzJ8/3/Dz8zNOnTplSR89oZ8vvfSS0atXLyMvL88wDPeFGrv7WeTQoUPG1q1bjf/9739Gr169jGuvvday+W6e0kfDMIw9e/YYLVu2NMaMGWNJ3zy1nwo1Zzh48KDx66+/nnPLzs42Vq5cafj4+Bjp6ekun7/ooouMGTNmlNr+119/bQAX9Is7NTXVOH78uJGZmWn4+PgYixcvrnD/itjdz/K2W1Z29/N0Tz75pFGnTh23nK+3u59ffvmlARhff/21y/7LL7/ceOSRRyreQcP+PpZky5YtBmD89ttv5e7Xmezu56BBgwwfHx/D19fXuQGGr6+vceedd3pNP0uSkpJiAMZ3331X7n6dzlP6uHfvXqNVq1bGHXfc4TJf0yqe0k/DqHio8Tv3yamqp06dOtSpU+e8x2VlZQG4zH0pel1QUFDq54rey87OPu931KtXD4A333yToKAgrr766vN+5kLZ3c/ytltWdveziGEYxMfHc+edd7rlfL3d/ezSpQuBgYFs3bqVK664AoDc3Fx27txJ06ZNL6gP52N3H0uSmJiIj48PdevWveDPnI/d/Xz55ZeZPn268/W+ffvo378/77//Pt26dTtvXRfK7n5a9Zlz8YQ+7t27l759+9KlSxfi4+PP+g4reEI/LVPuOFTFHTp0yIiKijJuuukmIzEx0di6davx0EMPGf7+/kZiYqJhGIbxySefGG+++aaRlJRk7Nixw/jvf/9rtGvXzujVq5ezne+//95o06aNsWfPHue+V155xdiwYYOxdetWY9asWUZwcLDx0ksvVXofDcN9/byQdr2hn0VWrlzpHIK1kzv7OWHCBKNhw4bGF198Yfz222/GmDFjjLp16xpHjx71ij5+9913xgsvvGAkJiYaycnJxrvvvmvUqVPH0tELT+jnmeyeU+Oufq5fv9545ZVXjE2bNhk7d+40Vq1aZfTs2dNo2bKlpacT7ezjnj17jIsuusiIjY019uzZ47IUgR3c+d/srl27jE2bNhnTpk0zatSoYWzatMnYtGmTcfz48TLVWG1DjWEYRkJCgnHNNdcYkZGRRlhYmNG9e3fj008/db7/5ZdfGj169DAiIiKMoKAgo1WrVsaUKVOMY8eOOY9ZvXq1ARg7duxw7rvjjjuMyMhIIyAgwOjYsaPx9ttvV2Kvzuaufp6v3crmrn4ahmEMGzbM6NmzZyX15Nzc1c+cnBzjwQcfNOrWrWuEhYUZ/fr1M7Zs2VKJPSvmjj5u2LDB6Natm/Mz7dq1M5555plK/wV4Onf+N1vE7lBjGO7p5+bNm42+ffsakZGRRmBgoNGsWTPjnnvuKTXcuZs7+hgfH1/qHBe7uOu/2REjRpTYz9WrV5epPodhGIb7x4NERERE3KvarlMjIiIi3kWhRkRERLyCQo2IiIh4BYUaERER8QoKNSIiIuIVFGpERETEKyjUiIiIiFdQqBERERGvoFAjIiIiXkGhRkRERLyCQo2IiIh4BYUaERER8Qr/D9oC4dCoLW8XAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Here are the original CDPs.  Numbers indicate split ones\n"
     ]
    },
    {
     "data": {
      "image/png": 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5+fnI5XI6derE559/jiAIvPfee+zfvx+j0cjWrVt56qmnaNq0KQAqlYqmTZty8uRJvvvuO7777juuXLmCqjS6IDExscIUo6OjmT59OgcOHCA1NRWAjz76iClTpmBvb2/t5+npycqVK3nppZdsREefPn1Ys2ZNBVEF0LZtW+sSlKOjI9OmTWP06NF395lKSNwluWmpHFu/hnN7tgMCNVu0tgqWXUXNKMay9NqxY0cOHDjAkiVLmD59OnK5rYXCy8uL6dOnk5CQQFpaGgaDgfr1bSOAZGo1Pu+8jbmwEPtWrchZsQKnXr1w6tr1judfp04dZsyYQW5uLtnZ2QQGBlp/42Xs//0Xjv612qbt2sXznNuzkw5PPn3Hr/2wIwkWif8kGXoDWqMJvVnEKIqYRKjvqEF1g/OaKIqkpf+NwZCLaDZgFg2IZj1m0UBhYSwymYr69T5DEOSwahQU54HJUCpASiyCo0yMXC9MjCUgmipOLKAF9JkNP/UpbxuxEsL7AhbR8fjjj9OvXz88PT25cOECc+fOpUOHDgiCQHBwMEOHDmXZsmWkp6fTpUsXjh49Snh4OGBZotm0aRNjxozhmWee4bXXXuPcuXPMnz+/QpRQYmIirVu3xsXFhXHjxrF161b27NnDBx98wIkTJ1i/fr1Nfy8vL5o1a8a4ceNo0KABkZGRfPbZZzz//POsXm17cgT4+eef0Wq1xMTE8PPPP1NUVITJZPrPp/+W+O8hiiL7kvbx0975eB3MJczoQ4dhI2nUvTd2Ts58MXwgImBwsVgjPZwd6NmzJyUlJRw7doyUlJQKSy4Acrmc0NBQq59YZbiPGmV9bt+y5T17T66urrhWkVROECr/jf2v//YkwSLxUJJeYqDxofM4K2SYRVjaKJSObk4A7MvW8eTpqxXGTK/pz9hgb5u2Q4e7UlxsqVIqlztgMhWgULigUDhSXHwNgNTUv1CJGjpdKK1m2uhJS3ExhQrkapArQaG+4bmq/G/Z89+Hw7UTtmKl/iCo3cu62b59e9q3b2/dfvTRRxk6dCjh4eHIZDIOHz7M5s2bWbZsGUuWLGHYsGG8++67rF27FrAInsLCQoYOHWp1zDt+/Djz58+vEJXw66+/kpuby4EDB2jQoAFJSUns2bOHZ599lmXLlpGTk2M1M8fExNCtWzeWLVvG448/DsCgQYMICQnhueees/rJXE+7du2sz4cPH069epYcE3Pn3rk5XELidhBFkT2Je1h0ehEXsy8CUDvYmU/eWIJSrbH2E2o1QKco327Wuh3Hjx+3LvEsXryY1q1b069fv/s6/zulzeAniFi3ErlSSUiTFsSeOkbzfoNo1L33rQf/h5EEi8Q9J3LbZnYuWURA3fqo7Ox59I13UdxmUqQz+UUAaI1mAIZGXqW9qwOHcgswXL5A/pKFyKPOIIrg1LAJptHjyQqyFSvbtm1j/oKrnDubTkKCAS8vBctXBOPt1Yfi4mSrYAGITdbx9apCdsYaKRGW07x5cz7++GO6detWvQmf/qNiW5e3odnToC8ATdUJkWrVqoVMJsNsNuPq6mp1AnRycqJLly78/fff5Ofn4+joSFGR5XOpzJlWEAQb0XIzR1qZTGZjZl66dCnFxcUMGDDApu+jj1rW5Q8ePFhBsFyPm5sb3bt3Z/ny5ZJgkbg/JB6j8a4XKjQ/0eIZG7ECoJWrbbZ37NhRYVzjxo3v7fz+RZQaDZNX/v2gp3Hf+d+2H/0XybgMkSsgq6IF4b/CziWLALh28QKxp46TeOHsbR+jp4czjRzLvfddFHKaOjlguBxF9oQXMKUk0XHcJBRPv0hWfCw5k16kRmaKzTFWrFjBju1ZuLsH4uFRvj6dnLKK7JwD1u30dCOvj73GgQQTb7ZX88knn5Cfn0/v3r3Zt29f9SZcdwC0ehHGHC5v2zsH5jWCOUGwbRqcXAZxB+Dcn5biZcsGQbZlbV0URcxmMwUFBdbInJSUFOzt7dHr9dYcDOnp6djb27N06VKWL19OQkIC0dHRAGg0tifprqXr6KNHjyYyMtKaw+Xbb79lwoQJOFwXyZCWloYoiphMtstchlKnQqPReMuPoKioiLy8isXfJCTuJYlZBZxd9CwFP5VbLr2KHPApdqK9qT4jeo+pOKiKhIkuLi6MGjWKGTNmVLokJPFwIVlY7gGGa9fI+OYbVCEheLz6qk38/YrkLNyUcnzUSho62lXwsbBSlAuf1rBt+yC3yh/abc/RkEf0ldko5I4gCNSu9Y7Fb+Nf4IV537NjybeoNHYoNRq8Q6pOWHYztrcKt9k2iyI7x/7CEY2Ghot/p9DVjcYi9H/xBT7p3p4Nn89mVOnSCcDs2bP58ccfUSqVdO5cg8uXk22Op1S60bnTccb2qYOuwMy5MQ6E93kRBk7kpZdeom7dukyaNIkTJ07cerJqR+j/heX5gK/g70kAfK8exaPFG/E7NL/ycd80hfdScXBwsEYNNWzYEIVCQUREBBEREQBcu3YNvV5PZGQk/fr1IyYmhmeeecbmUM8//zyLFi2ybvft25ePP/6Y2bNns2HDBmv7+PHjmTlzps3YOnXqIIoiq1at4rnnnrO2//777wA0a9bM2paeno63t601Ky4ujp07d9LyHq7hS0hcj67YwKI9V1m95yTHNeuJC3+RM5cWk1RnLEGjZt90rCbpCrWateLx1yYgiiIlJSW3DNWXePiQBMs94EqP8pBPt2eeQe7kZN1+41J55EZ9Bw1d3Z0Z5udOuIPt3TBRGyse+OpOqFUxnPR6zmWeQylTEuYahlJWsdhWGUVFCaSkrLFu+/s9gaNjeJX97wY3vwCemDbz1h1vE5kgcOrwIQb17cuqPu1t9h26YekEwN/f37rf3j4EsAgWX9/HqBH0Eg6FJkg5zY+nDMh8atPH8Ss4CK1P/sCU7jUYOGAAi779lujoaGrXrl39ieos0TiEdeWlZ76mQP8FCMVweSsZigC8gmqCoRD+eQsub+H0thXk5+cjiiIvvfQSU6dOpU2bNixatMhq8Xhl6WHWH71Mfn4+Q4YM4Z9//sHBwYHAwECSkpLYv3+/1el2w4YNPPbYY7i4uODo6EhAQAANGjTgwoULREdHM2vWLCIjIxk2bBgjR44E4LnnnmPu3Lm88sornDp1igYNGnDy5EkWL15MgwYNrEnjABo1akSPHj1o2rQpbm5uREdHs2TJEgwGA3PmzLmN/6iERPXYevYy7/4ZSYHRiafC7SEeFNFbEAC5vcstxyt1uTgrZdas0pJY+W8iCZZ7gM+775I2ezaaJo1txMqNXCgo5kKBpbT4+7X8bXc2Ggobxtm2qao+VhkjNo0AoI1vGxb3WVxlPzs7W3NncfG1f02w/JtUdWd0/dJJ27ZtK+xXKJzQaALo3i3a4mG/9T04bKmaKpqckGkcrX2PFgXw5CYjHfOyADhx4sTtCZa9n1r+Nn8WmUzASaMElNBoKMO6d8fOzo727dvjrWnAhS1/8cOcV3FycmLYsGH8/PPP/PLLL4DFJ8Xb25u0tDQKo4/w25ZjONVszpvvzWBg314kJCSwf/9+68sWFlqqxa5bt47Q0FASExNZv349er2eK1eu2Exx06ZN5OTkWAWLh4cHx48f5/3332fjxo189913eHh48MILLzB79mwbf5cxY8awadMmtmzZgk6nw9vbm969e/Puu+/SqFGjCh+HKIrk5Z3AYMjFyakBGo1f9T9Lif/XiKJI7KythKji+KzT5ySbRtHEuSPEQ6DZ4iQvs7u5YBFFEUGQ4RNa835M+Z6QdS2RpW9YlrZkcgUdnn2O1n0HP9hJPQRIguUe4P7sSNyfHVnpvhWNw3jqTIx1u56Dhv5elfzAlHbw/BaIKS2c5dsYgtvc8rUVMgVGs5Gm3k1v2k+pdKNBg3mcP/86MpkGjV3FREn/BcLDwzly5Agmk8maN0Gv19ssndwMazhgqVjh5T08cmgSuw4dp7MyiqOGMIqxOOhFnj5brWNaMRrgjxHl275NK3QZPHgwy5cv58svv0SrzcNLY2ZI1xZ8sOB3atWqxZw5czh//ry1eunw4cMBKI4/jWPjXmhCW3Bt7Uf8mTWS37dE0L2uDyEhIcTHx9u8zpdffglAixYtOH78uM2+devWMWTIED788EOb9oCAAJYsWXLLtzljxgxmzJhRjQ8EUlM3cP7CJJu2Ht3/u/5ZEvcP0Syy7Z29NBAcUNEARBG/jBIaH7RY+87Uep3GV+ahz021GZd1ajtrv/ycIoMco1i+7K1S2zrePsxoHMpvoMwmIz/s+pKZxT+hkWv4vMvn1HCucZPR/7tIguVfpruHM6ndmlavc412lgdgLinBEBODIJOR5enFkHPx1HOw4/UQHxo7lSf8OjXyVOkdxK19XXx9BuLrM/BO3sb9w1Tq3Cmv/Kv52muvMWbMGEaPHs3UqVMxm83MnDmTlBSLw21ZFM0tCWhhCUH2b8aYSW+xcXs/Mk/s4veZ3SnS5fDNwm/58/KV6h/z/F+w7hUwFoN/cxjyA3hWvKObMGECEyZMAECM3U/Comdwf/U7nGpaklm5ubnRsWNHa39/f38EQWDd/kiWRyQSdeAftgKIZpJyLPOKi4sDoH79+jg7O1uLKIaHh1ea8O12HGnvlrKQ8jK8vf8bYaMSD5aC3BK2/3yetDwzXg4Cu1zlDHD6lrr7nwTguFs/3INbwBUIjvqKyBkb2a5sSOq1JPyz7AAVYBvm71AQA/w3MjE7uLrR7bmXKcjJZvHZJcT4F5CblwPAq9tf5Z/H/3nAM3wwSILlIaTozBninhxm3U4c/jSxXQYQW6THXalgbl17m/7VESv/CUry4RNLWmpUjvBOUgWn41dffZXExEQ+//xz69JJy5YtmTp1KrNmzbL6r1SGCDyzOIJudb15xrsxqqQTCCd/5ZFHRjJ//nzefvttmrdoAVhCjWfNmsXUqVNvekwrq0uTR/k3g5dvXV4eIDsjhzUJjeDdD2g39CnqduiCu3+Adf/KlSs5duwYc+fOpWWIBy1DPDhRy8TWBe/yiH0Mz7YLsfY9efIkly5d4uWXX7a21alTh23btnH58mXq1Kljbf/999+RyWT3JYwzJOQ1atQYQ37+BXJyjxIUOOrWg26gLFT7f+Z7LlEpoigSf/ok+1fuQ5vTBAcXFf0nNWP1vJMIRTpkW2dY+zYb9yvH1k8nBBlgpilXUJbks7I4hAyXEpq0cMevSRu6tn0DMTeJ/M+b4VRr4gN7b3dC80csKQWEa7UYs6M88ikpP6mqIf/zCGJlNbD/Y2i1WqsJ/fraK/81RFGk6ORJ4p+2jf6wb9OGl8e/Q47BxO5W4Tgo/keLXCVEwE/XJT56aZfFElIJOTk51qWTRo0a8e677/LJJ59w/vz5CumzAQYMGMCJyDOon/nWpj0u9DN4ZS8ABQUFnDlzxpoCf8mSJbzyyits2rSJfv36IebEk3z4b7S5OvKLMnAOKsDeUYYomgje/gdmQUDXsCuiTAaiufxhNoFo4uQFgVMXlbg4KnHQyDAZ9aTlWn5+VzOy2HE+mhcmTcbLy5sjR47w888/06tXLzZu3GhjKenduzfbt2/nscceo3fv3qSkpDB//nz0ej0nTpywZsXdt28f3bt3x8PDg3HjxuHh4cHff//NP//8w4svvsiPP/54V/+uf4OSK1fIXb0GQ/I1PMePR1AoiOnXH5chQ/CfPetBT0/iHiOKImlXo4k5dZwrx4+QEReD2mUMgszWT81PeZ7m3j+iDXsSl6VrkJOLe3g+9p7ltXxeqzuN/SXLbMa1kTnT2bEGj579B9eR6yHUttLyf4VdCbuYuLtccJ0ddfupIqqDKIrkpBaSm1aIvbMK37BbOzTfLbdz/ZYsLA8ReWvXkjJtuk2b64jhOHbuzNaWN3eQNRcbyT+YjLnIiEufEATlvUmxYy4xUnQuC0Elx66+B4L8X7zLDWgBfk0suUk861j8eKrgxqWTHTt2EBgYSN26dascU6k0F83Wpw4ODjbZW3fs2IGdnR0dOnQgdfsPLF+8wWaoR70canSwLEVpPFS4ao1oLu0DQUAUAATEsueCQFJCfUBJXr6BvHzwcTIT4qWgZr8XyFz4NYIg8MnMWZQYjYSGhjJz5kzeeOONCss669evZ+7cufzxxx9s2bIFlUpFp06d+Pjjj61iBaBz584cOnSIGTNmsGjRIrKysggNDbVajh428vfuJfGVV63buu3lyb3UNf87DpMS1SMnMZady34i/swpNA6OBNZvRNeRo/nuzwi8rqbh3H0QuWmFaGIKCVSeRnXVhOPW3ynMNAN2JMl8UL/wLkVFWkYU16FEpmaKX0der9mMjLRIXtj2EhFoidCeZW5wAGswUOeWs3o46R7c/b68zs5forh0pNwnaMC4JtRo6HFfXrs6SILlAVGSoEWfoMOxrR+CwiIubhQrPtOm4f7MzQtZmQsN6FMKyPyxXHEbM4vwfK7BXc9RFEWSPyhPhOY7tRUKd81NRtwlcgW8YpuoLXJHAkkXcxBF0BcZ6TSsNt41bFX49UsnN6uloblOxD3W1I+5MYMx27ekJDcdjZMHwnXFzw4dOsSff/7JmDFjcInbwvpfVwC2S0P2PkU4ujbDYMjhYlMdBkM2ADKZBrO5GEFQ4OTUELO5GLO5BP/msfgZHHEzfMDe334is0iFKd9E3C+L8XR04OUu5U7WN8tiaWdnx/Tp05HJZEybNo2wsDA2biwPi9+2bRsrV64kIiKCqKgogoKCrD4+15OcnMzUqVM5duwYycnJyOVy6tSpw9ixY3n22Wfv6xJM4cmTVrHiOmwYjp06kr93H7odOzDl5ODQof0tjiDxn0EUIXI5f335EwaNJ49OfpeaLdsgk1l+fyGHz6M7v4EXnp1Gia6A40tW4PT9QW5MSegSr+XduSv46/dV1rY3Sx8Ahw8fpmnzRuy8uJK3T31FjsKR2bNns2zZMuLi4nBxcaFly5Z8MPl1jFnpCIKMywmJrPjjD+JydCQlJ+Ph4UHbtm2ZOXOmzbLqg6ClT0uOp1kc6PUmPSr57WUPrw5FWr3N9t8LTvPiV51R2z0cUuHhmMX/M0SzSMai0wDk/V0eQaSq2xX9xT04DxiI3N0VtyefqPIYmb+cR5+gxVxg6zipDHDEdeCdJWq7kesvWB7P1LsrsZKSkoKTkxNnzpwhLi4OV1dX8vPzefzxxytUSS3DZDBzcI3F8VUmEzCbRT4Z/xP7YlYy7NnH8PDwsC6d9O3bl4kTbdeoz5w5Y02YduXKFfLy8njD4SQms0hIvhcf61+AGMidMZs1a1bTuE4ons4aMrNz2RVxhvq1Q5n1bAfYMJ7QkC5kXLJ1vnWrqUWusEeri7RpN5stoeuiaMTRoQ4yuRqZTI23txpHx3o423VAplAiyASKzSVE5V5CmWckffdRAFoNGnrLzzMpKYnZs2fbZKstY8WKFaxcuZLmzZvb5KK5kczMTJKSkhg6dCjBwcEYDAa2b9/Oc889x6VLl5g9++bJuO4l6jp1QKkEg4HclSvJXbnS0l6/HqacHEy5ufdtLhL/IkU5sGkKnFuDwdwKhUGHpijZKlbyMmMoOrcdgKh69RGAsvv7klZNafztIq7lGzjy9z94/foTgw8c5i/AbsgIAsK9eK9uCxSlNy21atVCo3KgTlAnxGNfMvGZiZw9fpaXXnqJxo0bk5OTw6Y1q1j92Ux8XSwpJH45dIK4zBx6dGjHm2+9RWpqKgsWLKB58+YcOXKEhg0b3t/P6zp+7P0jzX5thkyQIfDv3Ez0fL4+25acJ+liTnnjQ+Q1Ivmw3GdMBQZSPrZEcSgDHDFcy6/Qx3VwLRzb3jxXRdLb+ytt95nUHKVPxYvYPUcUIeGIJeGdeyg0HlZlvRxLCK+2ykMN7TmYeu0aVRAuMZEZ/POdxXLU77XGbF50hoy8ZFYe+JrMojh0+TpCQ0MZNWoUb7zxRoUS7EuXLuX555+v9DUHDxpEk6ZN6V7XnaKiQmYvWs656Hi0+YW4OTsSXr8BHTt1pqH6Gk+HZHPe/yV2/vQLImASDQx8+yUCwhthbx/Kzl0VlyuCg0YTFvYGcrkGfZKOkjgtmnA3lF62DtONfrHkLVEICk49e6rKz+hGhg8fTkZGBiaTiczMTGvqfrBYTry8vFAqlQwYMIBz585ZI4mqw8CBA9m9ezd5eXlVisl/C3NBAcUXLxL/9DO8m5LMXzf53iQlJREQEGDTlpubS506dcjIyGD16tUMHXpr8SdxHxBF9Ed+QrV/NpgN0P9LIvcfYufey3g7Ghm5ZAspccdZ8dYMAOxL9HiZvJDr9Sjbd6Tf9AnIZLYX6cgdv3P6hbd4LjGR31f+zrAnhlVqFTyfdZ4er/Uga10WBw8cpHXr1tZ9Xwyz1M6q0bgZbR57kn179pC06x9CGjZm2AxLEsTo6GgaNWrE0KFD+e233/6lD+jhQzSLCLJ/38oq+bD8i4gGAwVHjiAaDNg1a4aitNpt9ceX+0yUiRVBJUc0i2A0Y9/UC02dWx/Tb1obDGmFFJ3LpOBwCurarjh3D74/YiUnHr6+wb9k8xR4YSsEV0zaVplY8fPzsy5TrNnxF4+7yCskHQuo44qzpwZtZjGbF50BwMvFn7V/rKd+h6otB2U899xzNmnmr+err74iLy+Ppv2ew9nZmT7Pvw2AobCIg/sjObU1AVWOF7nAwlR41FvJkJDyfCJ+jdohL/Ut6dzpBFrtWSJPl79W7drvWp9n/XoBU56evL9BGeiIz7jyNPdlKOVVZym+kX379rFmzRpOnTrF+PHjK+y/mVWlOoSEhFBYWIher7/vGUFlDg7Yt2hBvYtRvLl/P4/fkF9GFEVeffVVQkJCKogVgPfff9+aQE/i4WHPopmc2BdBS3dHuny6BZz90B+/ClwmPV9BoS7dKlacVLn82jkXkzwFmShgkl3i84VLmPCnmiAxDP+24zDrtbibHVA3ew4SP+aDQx8wr2AeSpUSmaJ86VdAwGAykLUti94DetO6dWuMRiN6vR57e3taDRzChdV/kHvkMJuORtB01GhS5TIadC3PMF67dm0aNGhAVFTU/f3QHjD3Q6zcLpJguU0uNrK9UHtNnIDnmEqKbVWBwlWNfQsf9PFaZPYKnLoGoantiqC8vTtZuaMKuaMKdagLdg09UQU5IVPdp7vhMrHi6AsvbrcU+ANLHpKJpyt0/+CDD9Dr9eTk5LB7924uXbpk41OhUirx9PSsME5tr2TkzPYs/+AIuWmWi1DzPjWqJVaqQhRFcnNzrUX6MjIycHJy4uDms5w9EI85xyL4VHhZxzSxkyPYLu1axQqAUumKh0cnNJogiosTadz4B5u+Dq180e5IAMCQZGtRe7nxy/xw5odqm3hNJhPjx4/nxRdfrDSr7J1QVFREQUEB+fn57N27l59//pl27drdsVjJz8/n888/JyIigqNHj5KTk8PPP/9sIx7NZjPLli3jzz//5NSpU2RnZxMaGsrw4cOZMmUKGo2G9p060b5TJ6BiSPOFCxcsTsqffMLbb1vE5rlz51i4cCGhoaFcvXqVESNG8Prrr9O2bVtmzJjxQM35/1/JS09j8fjR1u2rJUF0cfbj8va17N9isRL7hen49kVL1eW6vYLJrteE3CsbeEbfDCVK4sw57HaO5kSTJjgWdcQfMNkbQalni/4CADE/xGAsMiLIBLwaeDFs8jAaNmuIKIpcu3KNQ7mHaNe8HS+//DK//PILer2eBiGhTDEZ6WJffpO395cloFHhVSPU2iaKImlpaTRocPd+gRJ3hyRY7pK89RtuS7AAuD9x75y3BJmApqbrbY/LSNSRHqfFwVVNSKOKYgFANJvBZEJQXnf3H39dNeKeH4BrcPn2iD8qn6MgoFar8fX1ZcSIEZjN5tsqPjbsvVYY9WY0jtWzQhQYTbxxKZFR/p60dyt3lL18+TIrVqwon5dZwa/LfsOjuCGyPDfAAbmpADuXdEbMGkWR1sDBNdGExNu6+9lV8Xk1bbKYtPR/cHVpbtu/qTeFpzMwZhTh0M52qe+JOk/gpHQi1CWU6vDdd98RHx/Pjh07bt25mnz99de888471u0ePXrw888/3/HxMjMz+eijjwgODqZJkybs2bOnQp/CwkKef/553EMbENSyP852UJR6hPc/eJ9Vf69i3559uGpcbcb06tULs9nMzp07+fLLL/Hy8rIpyjhx4kTq1auHt7c3V69e5cUXXyQwMJCffvqJ1q1bc/jwYZo0aXLH70uiGhTlQvQ2DJd3883qRJtddnIZ/er1J2PmbzhhxFXtSm5JLikxFv+RoC7JeDXSkK2w3CyMH7UAe5Uza88fYvfxV+gw5lXs4lxhdwqmkR0oNiewf/kpfNv4EtgmELWzGm2Clqg/o1j08iLeXvY2jqGO2OVYzjPz5s3D3d2d77//HoCPp0zh5exsVgXXIFyjQfRwx7l+A+S6PFZ/cgFBZrHuuXRM5tq1a3z00Uf35SPUJyUR++ggzIWFOPXpgz4ujuCff0Lh7n5fXv9h5q4Ey5w5c3jnnXeYOHEi8+bNA+CHH35gxYoVnDx5Ep1OR05ODq6urjc9zowZMyqkCQ8PD+fixYt3M71/hTpHIyg4cICSK1fRx8Xi8corD3pKt4XZLLLvj8uc31eebr7vKw0Ja+plvYvNXvYradc5XPrNmoXr40MsGxf+Kj/YX2Pg4ibLc5UjeNer1hxkMtlt3b0rVHIUN7EeZeqNfB2fip1MxkBvV3odvwzA+vRc9rauay006evrax3jmFcbu6Jy8eDsq6L3c43xCbGsoabG5HHozyukXMmjsWu5UFJ42uHUufIy9A4OtQgLrbhEo/S0w3dy5VWM7QpdKFgQTIKnEm5RLzIrK4v333+f6dOn4+XlhTYzg8QLZyko0fPdq88ybMYc3Hxv3/o0YsQIWrZsSUZGBn///TdpaWnVzxhcCWXLfb6+vhw/fpxWrVpV6KNSqVj65xY+iDCSW9qmbOxJiKeWs6vP0ndOX/ZM24NGUe7oXatWLVatWkWHDh2YNMk23f/q1as5dOgQUVFRxMXFsXv3bnr06MHQoUOtwuXbb7/lu+++u+P3VRXVsSiVERUVxaRJkzhw4AAqlYr+/ftbxVdVLF++nGeeeQYHBwfy8yv6vD1wzCaI3gbHFkPMHjAbUXg3AlwBCPWRU79GHRzSB2LMMmEsvex09g1jS3YixqIDuAXFofRXsmNnKAXmYvrSl48iT7P24p9gX4LZqS/LrpgYcS6dMMDRSUVxHtjXtmft03/QtF75d+zDxz/koyc+YtEniwiYFEB4oiXUX6fTcerUKYKCLGVJunXrRu1atfhZX8KyBQtwGdCf+oBBb+KHCZbcTHq7LMaOHUu7du0YNer2kx7eLvrERK72Ks9Fpdu6FYDo9h3wnTEDt+HDqhr6/4I7TtZx7Ngxvv/++wrZMgsLC+nbty/vvvtuFSMrp0GDBqSkpFgfBw4cuNOp/avInZ1x7tcPrwnjCfjySzTh4Sx4YRhfDBtASvSlBz29W/L3gtM2YgVgy/fnOPJXebSSuaTYZr8+IaF8o9NkaPEcBJX6qlz8G+Qq6Df335ryTck2GBl2+go/JmXyTUK6VayU8fblREv15HVjcI5ex9s+++gYEGIjVgC8A13xCrJYY+LPZ7F+3imKdAZUGjnagTXxfbsVHs/Wx2dyC1RB5UUpRVEkPquA6DTdHc3/t+kWi5U2s5hl7x6ipNBQZd9p06bh7u5u9VtJvnTBuq8gJ5v8rEzrtiEtnat9H7H4W5XoMWZnV3ncGjVq0LNnT0aMGMHy5csJCwujZ8+eNqJFX2xk87dniD6Whi67mJv56pdZ026GSqVi5KDeOGkUtKjhRnBoBGrPPayfvh6AhCsJpBem24xJSEggKyuLJ5980qa9qKiIKVOmMGnSJEJCQqztCxYsQBAEfH19MRqNfP/999ZqvYIgWGtEzZ49m7Zt2+Ll5YVGo6F27dq8/vrrZGRk3PQ9lFFmUYqKirqpBScpKYnOnTtz5coVZs+ezZQpU9i0aRO9evVCr9dXOiY/P5+pU6dWGg32UHBpCyxoCb8Pt0QA9Z0Dky4gvHaAwS8+w0ufzGLIN+txzOiPIAho+niRU/rVKWnsgoOXAyqnJ/Ct9xwq1VD0egeUDiIORgeWFjihCxqFzuNlCtyeZq+9mg8baTjhLMPX37lCFuwyPnj0A54c8iQFUQWIZpGaXhan+A4dOljFCli+9x07deKsRoPLgP7WdqVKztjvuvP4jPos2PA2Li4urFmz5r44oJuysqrcl7P8/4/Db1XckYUlPz+fp59+mh9//JGZM21vC19//XWASs3AN52IQnHLk9zDSklBgeVvYcE9P3ZuWiEbvo7EI9CRfmMaVeoFX1JYwOqPp6F2cKDva6/j5F75kgVA4oXyC1dZ5A2AX63yjIauQ4ZQEnUR0aBH7umJ+3PX3Vk4esPAry3P85Ig87Il4Zvm38+IWBn1D5RHxwzydsUkivydkcdz19Yx58o8286nV6ABwuzDuUSwza4rx9O5dimHRl0DOboxFoBuz9TFv7artY/C1Tase/PZFF5bftKmbcO4DjQOdOVO0GUX8+fck4x4v2LRy+joaH744QfmzZtHcnIyAKKTG0aTGbMoUqxQY9aUW62udOli6VNcjDEvj+j2HQj+aQkO7W+dz2To0KH8+OOP7Nu3jz59+gCQmZRP7OlMYk+XiyK1vYKSQiMI8PLXXVDepg+VTCZwdobl+B8f3smqy3msOm7JqeHr7Yufo62o3Fp6tzlx4kS+++47pk2bxlNPPcWcOXMwGAwVbpLat29Pnz592LJlC/v27eOFF16ga9euFZx2T5w4QdOmTRk+fDhOTk5ERUXx448/smnTJiIjI28pFqpjUQKLMCooKODEiRMEB1u+f61bt6ZXr14sXbrUpqxCGTNnzsTJyYmuXbuwfv0G8vMvkZt7DK3uHMVFicgVjmjUfri5tcNN1QGxAJT+Dv9+Dp28JNjytiVKsGZ3GPIjBNpaEWv2shTuNOXrAct3o3hrDm4CaJ1V1H+qERe/PkNRjjOdH+/DNws+BpyYPmE2p+PP8F2pv/V3Nbxp5uhMm/NXQIBB73awnUsl4jkoKAi9Xo+5xIyXj8V65ePjU6Gft7c3p05VjM7Ly8vjkUceITc3l/3799+1I3t10TRpgt+sWWi3baVg7z6U/v64jRyJXcMGltD//+fckWAZO3Ys/fv3p2fPnhUEy50SHR2Nv78/Go2Gdu3a8cknn1h/1DdSUlJCSUmJdftmIbP3gzd+30ChNg8H19uLGKoOG+dHossuRpddbCmGU8l5aMHz5WbCVR++w+ivq5dyff9KizXCzklp48ei8PAg4Msvbn0Al0DL4z4giiK5hQbcHGxDl+s7aLhQYLEIrU/PtbZfcLwh1Di4HWhc4fI/hBWu4LVFiwA4tjmOY39bBEqRzmAVK4PfaGYjViojNrOiQJ2/6wo/Plv58s+tkCkEOj5Zu9J9165dw2w22xRPvJ5pK/4kwyvIujRbGamzZ1Pz76oT0pVRZlkpc0wG8AtzQamWYygxWdtKCktzAImguMvMyj1q9GDV5VV89cVXyOxkPPXYUyhl5Utxbdq04eTJk7Rs2ZLRo0ezcOFCnn76aWJiYvj8889ZuHBhhZpPn3zyCQCOjo5MmzaNDz/8kEOHDlFYWMjTT5cnZFy7dm2F+bRr146hQ4eyceNGa8XsqqiORansdQYMGGBzXuvZsyd16tRh1apVFQTL2aizfPnVl7z1+UCObtqIyVRIxNF+CIICR8d62NkFYTLmk5m1i6RrvxJwZhKOqU2Qu6mxa+CJprYrCk875K6aKjNUi2YzgkyG2WQiPycLbWYGRXl5IBNQKFW4ennj6uOLoFBaln6SI+HkUoj8Hezc4PEl0PDxKq0dAEUFWjIMZgwiaNzkuDb1x8NdzdW3D1BfrIGTXQmZG3fTRtuGbFk+F5YfQVZQQiNfV866yom8cok1eQJ4uhKQnkbqHItT+1Wugh98G/0dfZXXEATBmqNkz+k9CEoBmVpG7fq1USqVlVZdL0sBcD3FxcUMHDiQy5cvs2PHjkpLffxbCIKA6+NDypfgJWy4bcHyxx9/cPLkSY4dO3bPJtGmTRuWLl1KeHg4KSkpfPjhh3Tq1Ilz587h5ORUof8nn3xSweflQSLIZPdErETnRLP0/FJ6BPewpmIeNKkZu5ZF0WNU/UrDzG606uTfxKR4I7qsYhxc1Tzx9p1dYO8ni/Zc5fOtl1DKBQY28efLJ5sCsKNVOCklBq4V6zmuLUQhQF0HO1q4NALlGThWKt5y4mD8CfhlIOSnWz/L1gNCaflIDb4du8f6WjK5gIf/rQsevtI5jGZBrny8KYqoFItoLvtbXZ6d3Z6MBB0uXnZ4BJS/ZuHx46jr1kVeehFu2LAh69atqzB+2rRp6HQ6vv76a2pel76+7pnTpM/7Gvn8+ZBqichyvSEnSUZGRqW+E0uWLEEQBJo3L3ceFmQCvV6oz+ZvbWuY9HmpIc6emru6oxdFkVe2v0L6xnQKzhfg96wfm1O3kXV5OCVmM5NCfBk3bhwjR45k8uTJDB8+nBdeeIEWLVrw8ccfExgYSNeuXa25ZlJTLanFx40bh4+PDxs2bKCoqAiTycSKFSsQBIGnnnrqpnMqW1rKvUcJ665du0Z6ejotW1b8rbVu3ZrNmzeTWZTJroRdXM65zJmMMxx4dzMBNRUM9YvgqAgIAs2aLsPZuQkKhe33Mz//MmlHT2C2L8Shji+FkenkHyi9QMsFFO4aFJ52KLzsEdRyEEVM2cXEHTpBviGHszn7KTZV7h/T0TuBNuFq0KVBSR44+kD3adDyhSpzL13P+i+Pk1tgudFwbe7Bo90CyZsZgZ1MwA5oINfAaQ21Ab3ZiOKCGRkqXsvOZkx7LxYLjhg9ldgXFTL5+9nkZFvOcYZgMA4UOcQxDh0qvx4VJRQRszMGx8aOvNzkZXqH96Zfv378/fffXLx40Vq+IyoqikOHDvHKdX6IJpOJYcOGcfjwYdavX29TquN6dAeuofSxR1P73t+kSlTNbQmWxMREJk6cyPbt29Fo7l2K9kceecT6vHHjxrRp04YaNWqwatUqRo8eXaH/O++8wxtvvGHd1mq1NmuT/0WKjEUM2WBR1RuuWrKz9gvtR/+w/nR7rQlO6so/b5WdPU169cPV149Lh/ZRt0PXm75O3ba+XLyuVkSDTv44uKrvzZv4F1lzwlKh1GASuZBcLgpkgkCARkWARkVr1xtERliXcsGiS4HZpWbdGh0sZuTSi6xMLmPMwq6YTSIyuYBMXj1rgUIuo30tTxY93Zx1p66hVshoFux6W+/LyV2D0w0ZhEVRJP6ZkQA4DxyIbvt2NA0bMGjpUoQb6gqVWVQGDx5sbbs+w+81B3sKHR1Z+8zTkJREk40bGThwIACzZs3i4MGD9O3bl+DgYLKzs1m7di3Hjh1j/Pjx1KpVy+a1Qpt40fXpcJw8NKg0Cpw97bB3rl568BuFdbbByJ9pOTjIZbjIBfIi8kj/M51a/duj6a7lmtmdzRm5GESRY3kFKH/9DUdHRx591FLBVqVSMW7cOF599VViYmIIC6uY3XnBggUAxMbG0rZtW8xmM6tWraJ9+/Y2vi5ln3lWVhZGo5Ho6Gjefvtt5HI5Xbt2rdb7uxVlYfx+fn4UG0yo5DJKjGZOxOcQX6QiOzub9796GnuXaPoXFEJUCesuFHD6VQfqn9eh1tshYODalVSSSUOQyRAEmeUvMkDAMTcQs8xErLcauU8AigIjinwDCq0eY54eWYIWWVT5krAy0BGZnZwgVThhTo3J61qMb8Nw7F3dEM1mjCUlrH5zFAVqfwhrDA6eluKBAS3gNvIGdXw8lC0/X8VdkUj6ARNLDqZhL4N+ThW/O9fkcuoPDaZoZSKN2ziS2q0pAGkHD5A95iXs58ymxuDHAKgHfF23LrKkWHqMH49PSAgXoi6w+MfFODs6s+/XfTRuYPGxnD17Njt37qR79+5WC+U333yDu7u7zVLi5MmT2bBhAwMHDiQ7O5tlS5eRnVqAaAaNo5IxE15ENInWDOWeLzZEU0sSLfeL2xIsJ06cID093ebOy2QysW/fPhYsWEBJSck9cUxydXWlTp06XLlypdL9arUatfrhv8hWl+9Of8fCyIUA1HKthYvahRNpJ9gcu5nNsZut/Vb0W0EjL9vcG4Ig0PPF1wBoOeCxW75Wj+fq0+WpcC4eScW/livu/g+pM98NLH2+FZ9vvUSjABdah1YzvC+t3CmV9hPAJRj+mQLxBy3ipd6jMMQS4iiTy5Dd4Vc31NOBN3pZ1pdFUSQ/JxtHtzsPQRQEgYB587j2+utoS2sEFR0/gT4+vlpFAE+ePMn06bZ1qcq2R40aZRUs/fv35+rVq/z0009kZGSg0Who3LgxP//8c5UREQ06VUzWdjOyky1Cc/fSH3juuedR21sy/W5Mz2VatMUCUHL8CLmLU1G16YRqyje0dNLyiE8Ij/kHkVBcwuDdxzi/cyePDXsSe/vyTMFlNynvvPOOTfbSc+fOMX36dKZOnUq7du0ICAige/fuLF26lJycHJvloDLS0tLw8yv3mQkMDGTFihU3LaZ5O5Qts72x5jzTz28BQCaAWQR9lmV5e7b2MK56Ab1JZPTGAp5o74LwxETYMw9BLEAU9aTnV120MpylyMxyvDfGV9mnjFwHOQ3HNcOHZkRNXo9SpsZ+l0DErrdw8XDGZBYxm0wU6UG094R+n93xe6/ROpwXmoUSPas1vY2F/MQ75NqFsypXT60m7jQ/l4cOM07ICDUJpEfF4oQCn8blhTyF0psI0Vy+JCmKIo80bswf8fF8/f33aHU6vLy8GDJkCB988IGN4K5fvz579+7lrbfeYubMmchkMrp3787nn39uk4AwMjISgI0bN9rU5ypjzIQXEeQCSj8HDCkFZC4+h1PXIEpiclF42OHySCjyaor4hxGt9gx6fSYuLs1QKh8+IXZbgqVHjx6cPWtrEn7++eepW7cub7311j3zos7Pz+fq1auMHDnynhzv38BgNjB5z2QSdYl0DerKhGYT7tgsXiZWAIbUHkJESkSl/U6mn6wgWO4EhUpOw863d+F50NTwcGDBU81v3fF62o+zVGMO7QQhHeFw+eeMoRDOrbUKlntBXOQJ1n7yAQB9xrxOw+uyZVbGkdx8fk3OItxBQx17DV4qBS1cLALSuW8fxC/mkjx5irW/dutWvF57zeYYlTm33yzD7/X06tWLXr163bLf3eDsVe7oeOnwPhr36AuA1mjCVSFniaKA3h9OoXmLFvz5z98EuzjZ/I5q2mt44tIJzpmMnGjemQM5Ojq6WZaJY2Isd7kDBw60Md2XpVFo1aqV1fJUVFSEVqtFqVRWiDICcHd3Z/v27RQXF3Pq1Cn+/PPPexZCLIoiF9JL60uZyqPA3h9Qn/a1PPlx7h7m7gE7BRwNfo71MXbkmn9gwfor2BkKYc88lLJGyOVnadXsIGazGdFsRhQtf82iGUSRTZtPo3PwZMDTDTCbRMxmc+lfEdEkYhZFzCYR/bpotA4qUr84jim3BCelRVzH6c4Rla2DeB2uagNmoIavHY0HjcKcmUTya8+iqV0Dz1m2OXrMRj25ZyKxkytQujojD65Z4VyoVKqQ9fsUl81PMonXORo+HdHZj4tCLpzzwKk0YPWCl4qkC6dJ0GTCop1EBNcmzNMDRUoKrwJnVv3FoTV/4yIX8O3cicfOnGVI3XqEH42wzRdVCc2bN2f79u037XPj72nhq7usz68vDaCp544hxWI11O2x5JvRJ+goPJWO5/MN0IT/d3KmmEyF6PU5iKKeY8fLb3pdXdvQoP5cNJr743BcHW5LsDg5OVXIFung4ICHh4e1PTU1ldTUVKt15OzZszg5OREcHIx7aeKbHj168NhjjzFu3DgApkyZwsCBA6lRowbJycl88MEHyOVyRowYcddv8N9gU8wm3t7/tnX7Su4VFp9dzNpH11LH7fY9uZUyJQaz5UT22THbOxkfex987H1Y2GNhhURa95qis+fQx8cj6vW4DB6EcJPKx3fKrotp/HE0EUGAYHd73uv/Lzq0qRygW3lCNJqMgK3XRZJ4Vu7geqes++xj6/NdP313U8FSYDIx+FRFC2Js58bYld5N2jdtarMv7891FQTLw8yBNdFs+D0SgPD2nanZwhL9dCKvgFkxKbilJDBowguEhoSwY/Nm3Fwr94fYsOI3vLy9adm1K0Mjr9LD3Zn5IZ7MmzcPT09PWrRoYe2bnp5eYXxcXBw7d+5EFEX69OmDh4dHhT4qlYqePS3/rwEDBtCjRw86dOiAt7c3AwYMuKP3bzaLbLuQylfbozl/xRLZNaCWHUtm90N+3cUvNTUVdzsBtUIg/PLPzJtXxLiJb6DVarmWmIBTrplik2UVMzuvGHt7e7y9vSu8XkZJPCYvJaF1Kr4/gJXHEth0LoXZyPFN12O8YX+Yc1NaDq6NU5/yEF9DYgI5n03n0nZLYU7dmRQ8Z5WPMRmNzHvaspTtqCihm08MaoeO1Pj4lwqvX7d1H06b/6TJliG0Pmf5rbgHO5LYogUu1zrinNqOULtYVFk+JGCJRlObRdY6+aJRudKxZh1cc7IxOrvicSka+2OWmmxu8+b9awX6Bk9qRuzZTJQquY01WlPbDd2uxErH5PwZjd87FSP9Hlb27K38Jjg3NwJBqP7S3/3gnme6/e6772wcYjt37gxgk0jp6tWrZGaWh0cmJSUxYsQIsrKy8PLyomPHjhw5cuSmyZQeJFWV9Z52YBqrBq6qdN/NODnSEhprMBvQ6XVEZUUR4BhAkFMQ8jtdp7hNouraJn1z6NgBZSUnxbvBbBZ5Yelxm7ae9XxoE1b5CfaeY+8O07Ng9yyLhSW08z09fLuhIzi48lcAvENvvnTjIJfjr1aSXGKbd0Vz3YVMGRBAvYtRmAsL0ScmVghrFEURUTSV5hW5v0UKb0RXbOCvU9cY0jwQB7WC+fPns+3XU+QVWBwkzyUm89UCi4XrmyZdQCbjyqRXMOfkMHLCRBb/+RdyQC4TUAC1atWkfbv2KAWB/v37s379esLX/cq2IhnrszP445/1iOmp/PrrrzZFLxs1akSPHj349NNPycnJYerUqSxZsoTi4mLMZnOly0GV0b59e/z8/Fi+fPkdCZaNp6+x7Mu9xGQW0DDAme9e6cULq70oTL5sFSvp2mI2nknhwKEjNG3VDvNbm9m68D0KSxby2Wef8dln19+8WKyuoaGhDBo0iL/++qvCa4oiKK+ro5OZX0y6rgSFTMbY5SeJTi+zGFmEocxBiVhciGiyXJRc66Tj1MfW+hT/8hwMsUdROAoY8y2iQLt4Ns4vWoR/YV6utW++Uc3Ga/WALEyjhuHqAt71G5CYVYQgmjCZwVUDdd6I5asdS3n3zIecjA1EW5yHQthBEzcTDvmuBDipyfbqTL/2AfxQasVYVceH1pvWW1+r/rrdrHp3LHJRJOuVV0hq3ZrILp0pKipCrVaTn59PeHg4ZrMZk8mEm5ub9Vp0OwSEuxEQXnFpRBXshKauO4b0QkzZtnmrHKtILPmwUjPsTa7GfG7TplA407bNFtTqh+saLFVrvgNEUWT+qflsjt3Mtfxr1HOvR03XmkxtNRU3zcO37lcdbhQsdaMuVHuJKzazALkgEOxhf9N+oigS+s5mm7aLH/dFc5t1lG6HjIwMli9fTtOmTenSpcu/mp/CbDaRk3wNhUqNi7dlKcRkMCO/ScjvgRwdp7SFKASB/l4uBNtVzzfLaNSxd19T63b9enPx87u1D1MVE4f9X4BbDWhccbnkZhQbTNSdvsW6/WafcMZ2q0VISAjx8ZX7Upy8FE3vE5fJfKp/pfsBNH0G4vKWJRV6yfEjFK36BWPMFUzaXASNHcq6DXEY/hxznhzMC352XI35Ck+PLnzzzS42b97M1atX0el0eHt707lzZxITEzl9+jRpaWk2fjA3w93dnbZt27J0zVLWXF6DWTRzNfcqefo8jGYjSpkSlVyFQqYgNc2fnLSmJF2M4dL34/Do9zojnnmWesYc3MzFPDasJ5MmTeSXX37h0qVLrL1UxLwd0RTFRZK+chrjps9hxKjRHDt/hRorLBGCPPkbBanXcNj3FnMv1eLExWh+//13/Pz8aNOm4h38Z2N3oq7tzMTXWzF1zWlWHU+q0GfuE41psDqWpHBn2slOkhtlsTI6Bsfi8tKICssql1q0Rx0URI11f1C0+VfiJ3+C2kNG2MHz1j6nV87l8PptFJhUuDkKCMZi4kNtc6W08yrgWKYStb1FNHXkGGH6GH470wqNzICvnY4ikxKXIUUkEMIS1YvMqlWL55MsDvY1lTLe9LQnvTiBVHM6xyLjmT13KQozrCzN/lqsUJJn54hMNCM3m1GajDiVlCc/nDFjRrX+77eLKIoUHkuj4HgqbkNqo/T9b/gFXo8omsjOPkRm5k6cnBri6zsQmez++InezvVbEix3SYGhAAflf+8LeiPmggK027dTePgwTr164dTz5v4XZcRmFtBt7p4K7Y828eebERWrEoPlInfwSiatQt1x1lTf5JhXZGDTmRRCPR2o7+eMi/2tx549e9aaZ6NNmzY2EWlllJSUkJKSgkajuWfJC8/sTrLmuQF4/rOO1Y6oqQ6HDnWjqLg8A3Hd8FkEBNw8X0iVLGwLGaWVaF89AL7V95PaeDqZ8b9bEm91qu3JzMENqeFx699DocnMtWI9BlG0PMwierPlud5sxiiK6MvaS/8aRIsfxmM+bjQqvWCub1aLOkRx8qTlvdvbhxIY8Ax+fo+jUFh8XTIyMvD392fEiBEsW7bMZh4FBQUIglBBxKxdu5ahQ4fi9agXPkMs4tNOYYfBZKB3SG8UMgUGswG9SY+u2MS6Lw0ozXkodVquHdtMWN2WtKgbzrYsAecWA/E2GahtTOXPnz8AO2ecWz6KsaQI3dE/cfLwwXn4XEuuEyBOYwm5PufXCXVBDrW156i3rQHRpyLpufKQdY7Xn7hFoEirxzepCP8QZ9ZHWpagutf1op6vMzJBYGS7Gng7a9j9+h4yjSJak0gbBwUBPQtZ8ZcClUyPk0aH0SiQp7fkZWpxci4u2lgUvr6IRfmY8vJRuxrw76EBQaQYAVdFIlqDmh+vtEamrInCrjMGexNa1ws81rUJ9Vp0QOXszf79H6I32H7+UX+E8ZrfUW7M2JCrcKRuh002bYIpD89r48q3zSIT15sR3NqQUKMGv7XpTb7G9v84+NRefLU5ODs720SWSjw83M71Wyp+eJf8L4gVAJmDA66DB+N6XXjszSgoMTL+91PsuljuM1Db29Fqdt5wOrlKwaJRyulRr2LWyZvx5urTrD5he8cYN6fqO/QyGjRoYBUsleX0uXbtGocOHeL8+fI7xjFjxlSaFbO67F1xiXM3lD+IO5t5yyrTxpxi0r4+iVhswmdSc5Q+Fb9b2cXZbLy6kR3ZbpzOymCsVwm1NGbkirv4HnZ5Eza/CT3eB4/b8+sZ2MSfFjXcKCgxUtun4udrZUZpJuS6A6Bmd+xbjaa2w52nRpgc4sPVwhLauDqi01kuUrVrvUtK6lHemzaZi1HjuXzZSF5eMU8//TRGo7HS5aDo6Gh69OiBKIrk5OQwePBgXF1d+e233wgJCUHTW0P6hnSM8UbyovMwaU3ontCx/OvltPGzWDlC3t6E9ugLmLTlv4WYi8eJuWhZ/mxWuwnOKClAQe0h07h6aBVZe5YiyBQENenI9pWLeXTjFXSImAId2Jw+kH4pG5GV6CiQK9nu3o5cjUWemEuPf/31XSh9xCflkZirh0jLb3D1K+1oVRpRl5RTyNG4bLatuUx4sdk61myfRdS5bCAUQTTi756NTKkgLllJXokLdrJcRJmM/Owi5KIZR08Rz6ZgNhgRRRn5SjURppZoBXuivV6mkdHyPVSXgEt2Y/7Ye4Hu6hr0bOeF0aTDYFATXusbYtOuMHOvCX2wkmAzPGo+SpbCh9wRv2HaMZeaKdtZE+aJIAiYRBAFgYvJcSwAGru1Rzx9hDM1lMwe2YWvfR+lnZc/f1/TkQ/8HOJBkSDjtdgMHnn8Cbq6Otxx5XGJhwvJwiJxR2w7n8rLv54ALH4o47rXYvDCg9b9w1oG8enQxlUNv21e/OUYO6LKLwiBbnYceKt7tcaazWaMRqONrwPAxYsX+eOPyitMgyV5WHWibW7k+sgCgKa9gmk3OOyW+V2Kr+SQubi81IDfu62RO9uaZRv9Ymv9GFe7M30DmxLgP9xqUXgYOf+aIzP2lnAi2URqvoi9iwf169fnzTfftIZZl7FgwQIWLlxITEwMnp6eDBs2jI8//rhCivxZs2YRERHBgQNbyMkxMGXK04wdO5PQ0FD8/d3w9jESeUpHYKATer2G5OSUCpGMmZmZdO/Xn3PHjyGKInK5nLCwMPr37897773HpZJLdAzsiMJFgSZIQ/65fLwGeeHzmA+RIyORy+RM/3s/vx7Q4uCgxZinYcSlHbjo83Ho2YseAzviV5hDfGmiuoAvv+BKg7ZEpepoHeJuFXm+uyMB6O3hzLLG5Tll/k7P4cXz8XwZHsRT/jf39QqZthkPdztGNw+icYALvx9L5GxSHgnZhajlJbjKC3g2vTw60M8picAAPccuhtGkdhIdJj1jdbQ/8NlGzlzRIN7gQ/fi3HaoHcsv/nl5OsIPXsIhVssbpQGk5oYu6M7n4CLKiHOKx8EhHtHZl5bhkSjkh6jf4m/6fRNBgcGe3rXS8TDlMCn5a7yFXE40+ZAWpy2RdsywrZL+28nf+PTsp9btQqf+FLhVtCpe6tiQYrNIk0Pn+bVRKL08H0zZkOsZfS6WTRl5dHN3oqWzA5ND/5tlaP4NJAvL/wAJRSW0PhLFMF93Hvdxo7P7w3Ux2njGkghrYo/ajOlak52lYqJXfZ87Tk1vpTivQm2ir4c340p6Pm+tPYMowtZJ1Xegk8lkFcRKYWFhBbHSpEkTTp8+bd2Oi4tj165duLi42ESi3IpBk5pxYf816rT2JS1eS6t+IdVKRlcYaVtsL2X2UTyerY9d/fIL1fDw4WyL30Zjr8b0D+tP35C+1ZpToTaP83t34hVUgxpNmt+xL48oiuRpTyKajbi4tEAmq94pJF5dF11JJKOaqPCv1YjCRs+wdu1aHn30Ub7//ntrWvq33nqLzz77jKFDhzJx4kQuXLjA/PnzOX/+vLWWUBnTpk3D19eXmrUUHD9mIC19EwZDJ5KSYgkICCEi4hBt23ZgxAgN77yz0UasxBeVsCIlm98uXCbqwgXsn3uVgp+/Zc6cOUyZUh5K7oknsbGx+Ab68s+5fxjSrDxletNfmzIwbCAevh7UbL6ZMNcwJk04YLV+yFZfxPD7V8QXFlrHOHTqxEfRqaCENk5KtEYTC+LTrPtfCbohTbzZcj+priTLdQWMIlnphfxxNJHPsi2FWJ1VhdRzT2RKy4XIElVcSC8P7U/RBZJy0fL8cEwghyfuQQZoDFAgs0ctA5XZQOeOCrKS8jmb4ERBcjbqOuWiR6GQg52CD0PNJGTaIapkvDeuBfv2JXJ2RTQe+UEomtcg/eIR1KpdyOUmnl+8kQJDCACnc2FEq+YY++6An1sScMaS7G8nHehxw9t7qulT+Gv8ySrIwmQysS0byjzivgwPAgHUgoCLUkFJqTP7/bobF0Xxpr+pxGJLccvd2ToitYWSYLlDJMHykFJmtF2Zms3K1GybcNcHTa13N2MsPZF+vTOar3dGW/c91aby+k/V4vQfsK40TXadvvDUSusuB7WCJkGubHn93kT2lEVgPPHEExw/fpzw8HDatm1L9+7dUSqVREVFsXHjRvbt2wdA06ZNq51nKDDcjcDSyIKQxlUXoqwOWcsu4PZ4bRxaWU5w77V9j/favnfTMQnnzrD6Y0sUx3NffsuWRV+ReqXcn8YzqAaj5i6sdOz58+eZMWMGJ06cIDU1FXt7extLyK7dlmRcPXvEVDoeLPVxrs93kZKSwl/5zbhkSGVvRBb+idkMco5nzZo19O7dmy+//JKXX36ZlJQUvvzyS0aOHGnja1KnTh3Gjx/Pxuuy9IIlg21ISAixsXsJC+uKo2M9EhI/Az5Db3iD9PTyZTlHx/IEcKIo0uaIxWcnb+FXeIfVYtwLzzP9528rfT9lWXE7BXYCYETdEezCYkXbGLMRd407dd3r0iO4B2Hr30Rmb8fVXr0x31DjzGfaNOROThzJuwpAx4iLNvsn1fCh3Q3ZmkvMljOB5hYpBq43lCdkF9Ik0IXpA+qj0n1MRsYGVJcEPL8GL9lEomsNRebpSZHSEVVqAnZFWUT1GYHBJFKUXozeVU62roRroonPBlsiBc/tSwaFE3butvNTKCy/CaNZxGwnR0izRMw0b+nL2RXROIkyig7A+BljWb/9EMEeccTkhVjHp2V68822LNJqZvKm6IgvFtHeWN+RyPf/ocakttjb26NWqy3J3uqXW1UbnjvHqehUUlw9eeNSItPC/BhXw7KUW6Yd/m3BIooifnssNzmtnB1wVMj4pVEoqhv+X5Nq+DDmQjxmEVq5/G+4ETwIJMHykBJip+aVQC8O5ebjr1E+NGIFoG2YBweuWMLSg9ztyNTpGdoiEE9HNV1q30UY3Lrymh4U5d7dJG+C2Vy+hl+nTh0aNGhg3Var1cyZM6fCmPtRWt59aB0wixSetM0lYswqqmJE5QgygcPNu3CgdS+WHjrHc9eJFYDMxHi+GDYA31p1GPbBHBTXWZ/i4+PR6XSMGjUKf39/CgsLbSwh3bqNJiFxCW+/7UVY2GTs7Mrvto8fP87XX39N7969rW35+fm0a9eOgoICXnvtNYKCgjh9+jQLFixg9+7dBAYGcvz4cbR7Etl1eCtGo5EhnQcgmkVrvafhw4czfvx4/vjjDxvBUiYknJws/z9vr960bPkY0dGzSEz8mWvJOQAEB49GqSy32AmCQKBGSfqZSEq2bWTlvn3UCPDCNjdw1bhp3Dg76ixJuiSS85Np7tMcRamlSRTNpKdvRfFEC3SXjmEIMRPW8C0cm7fDrqFlnisah/HUGVvB97iPG2+F+VV4rVyjJbNrFbULbSju5kuz+BJWPdsKR7WC9Ix/OBezwaaP3Gyk7uU/8J21AOe6XTjUsQeeeenYe3Smy3Pl1qNRk7YQqTKxfqXlM0QRgLMhHbsbllcUpaUiTKIZNHLsSyy/LUd7JWO/686cCbtw0sOJ45nsVzQlKrGQno2U6EUdAW4q1EoZS3dp+P0ylMie4UvVd6WfoweeekcKPj1HAWDo7U5o9wY2r20ymRh0+gAvTX2LFhGXOK2r+Dv5tx0erreqHNNaQrCLTOYKguURL1fiurj+u5O5AaNez9cjh9C0zwB6vPDqfX3tfwtJsDzEfFj74cxGu/T5VjT7eDtjutbkta61bj2guow9Br8NgbxEaH6bWY5P/gobxlmWkhx94bUjUMVdqdFYnjJr1qxZlfa5nntVT6Y6uD8ZjvuTlpTkhrQCDKkFaOreXtbMAt8gDrS2ZLDN8PTj81dnMnPfavIunLbpl3rlMnt/W0KPF8ZY2/r160e/fv1s+o0bN44WLVqUWkIuEhz8El27OCGX2zrN7tmzB0EQbBI+btiwgfj4eP7++2/69+9PQUGBNfvsggULOHv2LEP7D0G7JY6cC6UZQ3emUNAgBcd2FiflsgieEydO3PK9uzg3oWULSy4ke7vjQCscHcMr9DvWtj5tX3+BjsOG0aVDB2vhxNsh0CmQQCfbnBsnTz1Nbu5R6IblAZwVvqBbg3Kn7q43LO+OC/bmYE4+r56PY254EFcKS9iRpaWpsz0XdBaLxWexqSxOyqS5sz21HDRWR1sBy0VTFEVQyRk1MBwnjZLDR3pSWBhrfQ19uEjhEw7Yr7ZcVC8fjeSPD7fycp5FHK/PU3Bg/xVkMgGZTCCHJNRmd/oEW/oLgoi9hzPZf+wGUaTEAKdiRLz9ROpqHIkxqHAwiggi7F15kXx9FhpXAf96BjIv5nJ1axpFPvmI/hmM6CRHLnggF+RoCwSKWieRdfIaSnc39jVdg+aADn/Ri7x6QIkZlxgZ8m2ZRNWOQq1QY6e0Q29UkZJTgNEkx0OU08LJno0ZuWxJy6Wliz2GUqFiug+LQuc7NGTJtQwu5BfRztURF+WDv6yazSa+HmkRoJFb/74rwVJSaCDlqsWfyDfMBY3Dg0sm9+A/WYn/HAq5jLMz+tz7A3vVgUnnbt2vMlJLPf6K8yyPDeNg8KJKu6pUKl577TUiIyOJiIhALpej1+ut+9u1a0deXh4XLlhqEd1PwXI9JgcVP38bgSAT6DKiTrXr+Hx7LbNCW0nHvrzx/kz0RUWASEZCHCs/eIvIrZtoPegJnDyqXrqSy+UEBQVZK7RXlkyqpKSEtWvX0qVLFwIDyy/i2tJlkbKoq8mTJ/P99+XlEHr27MmCBfMpXniZmu6W2kDHrp2lb3F5Tpn9+/cDloiue8XSpUs5e/Ysa9asqd6AYi1c3HTLbrm5Ryu0yWQqro/rkQkCb4T48E9GHlEFxSxIsIiGU7pC/krPtRkbrLFYvy4UWITLgdyqywUIQIDa0t/draONYAHI7ZSDOUOO4x45zp8v5uXS9mV1+/Bnihw2XSrvrPajDjI02vIlIFMelHnjZBrNxOabiE0VeMLaapnbud3JiIKJTJ9SJ/zS1FTNS1zJ0Dvy+u7XrcfURc0BnGitsCdQm8aufQd5XG+pC+USBZSm7DcKJp7cZckRJIoChbHjMZf4oxCb4zZlP0517aCxPc9diLN5z/98f5aEZCOB9dwYOL5plZ/d3eChUjA1tKJ17H4jiiLn9+4kNzWZiHXlCUyvL49xJ5z4J55T2y0pFJr0CKLjE/c2Q/jtIAkWiWpxK6eyW5GkS0Kj0OCucUcm/AvLW7V6wNHr6gKd/6tKwQLg7e1N79696d27N2azmXVff07cEcuFsfWrL+Pme2/qZ4iiSEHBZQyGXBwcaqNSVd9aUqi1iCjRLBKxIabagqVQsP1ZC4VGPovI5/yp1QiItDHHk3Fin3W/yWC48RBkpedSUFCIwVzEhg0b+Oeffxg2bFiVr7l582Zyc3MrhA537twZmUzGxIkT+eKLLxg+fDhBQUF88cUXqFQq7O3tManAe0Izumob0OrUd3x3ciX1YtvTPbQ7UVFRjBkzBqVSaS0geCfo9XqOHDmCwWAgMzOTKVOm8Oabb966yvv1flWF5pv3Bdq324fJXEhERJkztEBIjVcr/HamhvoxNdSPxGI9711OYne2jhbO9hzJs61qnVBcLqQn1/DhKX8PvFQKRCzLHSJlDxEZgnXpODx8BrVqvYMgWJIMilgGXG1VzJMHo/hErUJxNILCy9E8O+cdxrq4YjSLmEwiRrPIsQ2XqB2Tj+dz19UFEgSrc4gquRCWxtK5uy8BHXzQO9gjCKDQi+xbd5xrJ81Mer3cefn48aPsP7CPN/2n0q1HV0yiCZPZRNc5J+kqnMdHlo9BUPLis0/xwb4PSC+5xvQW03BSOmLUG8go0fKB3Qf8cyWao0UrcAj7BmNhDYoSn6dRv3Ae8XFkkLEEvShSLIoUm0VERDp19iT5dBbZKfemLtT9YFjkVfbm6Ojq5oS/RsnM2oFoZAKyW5x/02OvsvXbeRXae4y+u+WgMrECYNSbbtLz30cSLP/jZGVlodVqcXNzQ61W33Y+gvSMrZw9a6lf06D+V/j6Pnrbc8gsyuSRPy0J2waEDeCTTp/c9jFuSe3eMP4kGEovau6h1R6qLyq0ihWA9Z/PZOSnXyNX3L3ps8xJFcDLqw+NG1Utom7E3d+Bvq80pCC3hFotqn+X9GPDEP4+ncy40oRu9WWZxBrsOVIski1z5KrJjV6AxsmZnqPH4Opre3dYpNMzqOtIDkb9DViirLp36MvU1z6sUrguX74ctVrN0KFDbdrr16/PDz/8wJQpU2wKFI4aNYrFixfTr18/Bg4cSEREBCp/R9ZtXs+wYcMYPXo0YLHuvPHGG+zdu5dLly5xpyxcuJC8PItZe/fu3RQVFTFs2DDrUlBSkiXHT05ODnFxcfj7+1siy0wVxdzNKPPpadJ4MVrtaRQKZ/z9n6iyf5BGZRPGvCE9l5fPx9n0ecrPnfdr+uN6m0sNcrklJF6lui403lBEhoM3/i1q07xX1yrHxqkVyBQyNKGVC3eVqAVisXN1wD3ANtxaobKIJpfrHIhbtmrB/gP7cFQ62GQDPzC1G/O/sJQdaNO9H6GhoUTui0RUi7x5+j0OvXDI5tidahXQfdVmZMpcFPbxyNRpBDXwoF6YG1VVJTPm6u9KsJzMK6DfSUtgQUrXJv9qtmyAVL3lO3exoJg9OTpWpGTTyc2R1U1vvvyuuu7c/sbvG/hyhOVcHdTg7tJLNO4WyJndSQQ38CC06YNN1S8JltskJvYbggJHosu/SEFBNA72NXF373DrgfeJzhEXuVxYzOs1fBjr58b8+fMr9Hn88cdp1Kh62Uxzsg9bnzs43Jkp8GTaSevz5PzkOzpGleSnQ4kOPGpaHnfAjRaGrKQEovbvoWG3e1vJWCF3vHWnG6jZ7M7qOZUYLdaAlzqF0rlOa37YF0NBiZHshFyCGjVj8ucvVTn28tE0ujV6nGZhnckrzOLk1T1kJGrZ/H0kZ7dmMGxaa5SqcidkrVbLpk2b6Nevn7VS8vUEBATQunVr+vXrR40aNdi/fz/ffPMNnp6eDB06lFdeeYXLly8THh5OQEAABw4cIDo6mtTUVGrXro2vry/+/v7UuaGW0u0wZMgQfv7ZUmU4Ly+PoqIiG2frMmbPns3s2bM5deoUTZs2hZrdwM4dNM7g7g3sqNbreXp2w9PT4sRiNpkoytehcXC85cXuUW9XHvVuSonZzD8ZeQRqVLS8IaqkxGxmXlwaR/MKUAgCPzSoUW2/CUOpF6ryFvMIP5uHwlS1/0fZcHNptODpQ5c5sKq0mGexBgFbK6qzszM+Pj7WCttleDhp8PH1Iy01hZY1LaJ8Zb+VTNo8iWvya/z663T8T8di16oV7YdNxMfZgW96z7AuK4lGB/7NeIS4ohKrWAHI0BvxVv+7PhwDvVzJNWRysn19tmbmcVxbyMKEdA7l5NPerepziJtfAC4+vuSlpVrFCoBwlxbtTsPq0GnYnf/27iWSYLkN8rSniY39mtjYr23aHR3r0qb1rde3b8Xhq1mM//0UeqOJJc+1olXI7Zcov1xoWeueF5/G6a2bqehuaEk7Xl3BEh4+g5o1J99VUrJm3paMt/U96jOg5p1Vvq2URe0g3eJnwjvXQH37gmDRS09TpM3D3T+Q7OQknDy9QASPoDsPzy6rWdK+fXt69YqmpCQNQaZEpbxPRR6ByastDrY/7o/lx/2xNAxwpq6vM40DXXmlS9hNxzbuFkhaXCuij1nyg7Sp05t10Z/w/ZZpTHlsIT9M2MvgN5oRUMdyp7x27VqKi4sZMeIpcgv1uNqXRx1t3bWXAQMGcOTIEVq2tOTnGTx4MM7Oznz44Ye89dZbAFbrRxm1a9emdm2LQL5w4QIpKSmVJ/Fb9yocXn7Lz6NGjRq89dZbfPrpp7Rp04bmzZvz6KPlJ/X09HReeeUVnnvuOQYNGkRoaKmFziUQ3ir1BcnMhInVu8MURZG4yBNEbttEzMlj1vagBo0Z+t7HyG4RdaaWyRjsU3ldsqXXMvnqutwtacWGagsWU6nAUNxCsBQ6KHDWVm1dslZyL9U08VHpiMUqnEPMiKIBV2/bFPmCIFCvXj327NnDjBkzmDZtmjXC6PEhj7Fo0SI2btzIK6+8Qj2vegx3Hs4X2i9oOavUx+jvEzBsIom6RBsfmLAiN7wc/72aN5sybL+XggBGgwGTwUCRTsufn3xAUP1G9Hp5XBVHuH0UAqTpjRzPK+ARL1d6e7pwIq+A8VHx7GoVftP/9ZC3P+TnSeXRlo179kWhfHBOsvcaSbDcBg72lZvk8vMvVtp+u3y79yqZ+SUAzN16iZWvtLvFiIpEd2rE0LWbyZErqZufw6DBg2nYsCGiKGI2m/nkE8tyzNmzZ6stWu42g6qXvRdnR529q2PcSOLYcfh7xl0X7nln0QBFWssJKTvZsiTwyNg3CKpf/Vo6N8NSp0aGRnP/HfIuzezLuWtafjsST3aBnvlPNat23aYyJ98ywQLQsUUvdu56i/S8JHxcg8hNK7QKluXLl+Ps7MKUCAXCCUv+FW8nNem6EjL//gLsXHjsl0us9QijdWmq+EcffZQZM2awYsUK7OzsqF+/coO+2Wxm6tSp2Nvb8+qrN6zF7/0cTv9evl1kCcFdsGABubm5JCdbrHkbN260Lvk888wzaLVafHx8CAgo9wkqWxpq0KCBNYqpjF9//ZX4+HgKSxPA7du3j5kzZwIwcuRIatSoUWHex/9ex77ffqrQnnj+DF89NYg3/th4S2uLMauInHVXKLmSC4DfO60RRQg9mA6lK4RjoksIvQ2Lv1GsnmBJCHPA87KWquoOW/OclAogk8mMKDPx7NtVO+N36tSJ48ePk5+fz+LFi63/T29vb4KDg0lISODbb79FrVaTnJxMfcf6ZDudxyXfxKIBcj4pyWPagWnW4/3eZAN7D8eivMOUA7rsYqIOpVBSYEAUQW2voOUjITbFSnt6ODPrajKDvF0JtlPjqVTw5XDbzMw5KdfuqWAZ4efBnNhUXouK558WdfBSKZlfvwbdj17kvehrLKhf8ftWhrt/AM9+vgBBEPAIDP7Xl6/uN5JguQ3k8sqrvDao/9U9Of6+y+WZTiNis0nJK8LP5eY+JwaDgfPnz/PXX39Ru3Zt7OzsaBd1BoB33n3XmuE1JiamQuG3/zL5O3dyWeaC71P9cHv2ZVDfmajqP3Eqm77+DDf/QHq9+No9EStvv/02RUVFt0wznZ+fz+eff05ERARHjx4lJyeHn3/+uVJLwqpVq/jyyy+5ePEicrmchg0bMnXqVPr3L6+nFBcXV24ZuIFH7H9n+PDqF0e8scL0uYOWystOfjIGjG5CjYYWa1FKSgq7d++m28AnuHKdz0+6ziK8TQW5iKKZrK0L6LFpLmOGD6BOWA2OH7fU2UlISOCLL77A0dFiHZs4cSLFxcU0bdoUg8HAihUrOHr0KL/88gvBwbZWr2Vn9FzYaabIaLlo7lu1kJmOnsz94gsbi82ff/7Jn3/+CVgES/Pmzav9OQAsWbKEvXv3Wrd3797N7t27AejYsWOlguX09vKq5DVbtuHq8Qib/WkxV/CtefMl1rR5JxEN5Y6+KZ9YIpDqA4cFkIkgB2Sq6l+wT2gtomt3that0cS1Yj1ak4lCkxljaYFJowhJgp6eaig8m3mdd69oyWtiFinKtBwnOUGH6WAyCRczELDnxIkTiKKIPjYOfVIShSdOYN+mNfatW4Mg0LFjR7Zs2UJqaip6vR6VSoWu2ICxRlv2pfkTE2+ig1syJepEHI12LB7WijPeZ9CLejr+0RGANn5teKLOExy7eJRiVx1J2wLQOCkRZDIEuWB5yAQEuWXbmJKPqpKELMvePVShLbSJJ941yn+34Q4akrs1tekTULcB1y6ep/erEzi+cR2i+dbO2LeDj1rJn01rMSTyCr2PX+adMD88lQraOQlsifqaX4S2eKjtcVO7UcetDl72tlY/r+CQezqfhwlJsNwGgiDg6zOI1LT1ODqE4+LagtCQ8ajVd+ZncDMc1Qo8HG5t6ty7dy8HDhwALIXcricmJoa6detSVFTEoUO2P84yc/t/Fd8ZMyg8dgx1n2EQ3OqOjxPerhO+YbVx8fG9Z3cjGo0GjaY8R0n2yksUnkoHGbgNro1Da0vW2szMTD766COCg4Np0qQJe/bsqfR48+fPZ8KECfTv35+nenbl2tVoLiYlMmDAANauXcuQIUNs+o8YMaJCLpXrHV6vRxRFdu7cSUFBAb169SI/Px9vb28USjljv+tOcYGBa1eyWDTsdew0doz5+DGruAD4448/LFaQsS+y8poLO68rhvn3+I58ntmaZUtOofKqQcm1S3zxzQKEknwUpXfFn332mU0V3WbNmjFv3jyWL1+OTCajdevW7Ny5k27dutnMO2LdKj796kcuxJY7U+6OM7H7/fctz3fvtoajfxOfxuyYFN4L86NGcOW/1ZCQEKoqq1bV/2XqvqmMjx0Pv8CGwRsIdbGIxfN7d5KXlmrtVyZWuj33CiqNhrTYq3iH3nxZDsBvWluSPz4CxooXRGXpVJX+Dsidql8F3L10OeH9K7fwJfOWc8heQ5PlUZXuNokiKgEunM7kwulMFLihV+ayceNGS4fSz1IIC4WMDIQtW0AQbH5jBoMBQa6g02e7yS0sX346JruM2vu689UN/5aIlAgiUkoFYD145EwAClPF5eCyCKoagGclv+0eo+qx8xfb93ejUK8M79Awrl08z7bvvgHAzb8qO9Sd097NkXWNwphzJZkJUZYoHUVJDG7525l7dLtNX3+7ABbVX4paqUahlKHSKHB0U6Oyu7PLe8jb5e4Ni59tSc/6dxcWfS+Rih/+xynzl6gKpVKJoZKw1bfeeuuuK5jqdFGkp29Cb8hBLrcjNGQCSuX/xudvMpn5buweBJmAk7uaPi81tLnzuh0yFp+1mvUduwTi+ojlwlZSUkJOTg6+vr4cP36cVq1aVWphqVOnDq6urkRERFjN0cUGA3O2H6J79+6sX78eKLewfP755zb1cG7Gvn372LWrvFhjZGQkOp2Ozp07ExAQQGpqKsuXL+fixYt88cUXNuICoGXLlqSkpJCYmIhMJsNgMtNhzi6rhcWQlUTW8jfQm0Scmg9A4eJNccI5CqP20qtXL7Zt21bpvERRtAjSsDAUnrY5Yi4fOcDGrypmIwZ4ZcFS1C5uNk7Bn8ak2Ph8KARQCjLs5AKLG4TaODKeOXOGbdu2YW9vT15eHmPGjKnUkRhsC1F+2P5DhtS2CMeDq5ZzZO3vFfpP/G1dlf4EBoOW3NwIHBzqoFZ7I5OpEQQZhrQC0r46WaG/U5dANOHuqIIcEZTVt7CIosjFgmKKzWbGXkggpsjyf/qhfgieKjkqmQyVTGDZtUx2Z+k41qwOyErDmYXSzK4yQBAQKY8YE0WRqPoNqOxyX+fYUeSVVEoHSM4tov2cXbQL8+D3l9sC8PSajzir3caJUbsxmU3IZDLMohkR0bK0LZoxY2bX4S1Mj/uYDa3X4eXih2gyYzaZEY2i5a9JRDSJGE6mIaYW4P9W6wqvn5tWSHZKATKZgEItJ6CO6y1vXBIvnGX7D/PRFxXR7JFH8Q2rTY3GTav9P7gZolkk65cLFF/KLp+jUqBEBiUyMx/6f0yBvIB2+qZssSuPbHz6xAc46d0pMRSxI3IlcekXSS24UqXV9ujRoyxdupSIiAjOnDmD0Wi0CvYywaLCyLO1zejjT7Flyxaio6Ot1t1p06bRs2fPCvPPzc1l6tSprFu3jsLCQlq3bs0XX3xxU6umVPzw/xGdO3fm0qVLPProo/j6+rJs2TLi4+Ot+68XKyqVypogLTY2tkq/gepy9JitA61en0nDBvPu6pgPCoNZZF58KgpBoK+nC6GluUxEs4g2s5jEqOxbCpaN6blE5OUzyt+T2g7lFhb3YeEUHE9FUMixu662kFqtxtf3FkXQsq6iTblCHeQIl7fy+vJ1ZKek0GZBJEXbjpFWULk5OuHyJWKOH0GpkBPatCX+depW2u96sQIwaNAgVqxYwbfffktWVhZOTk60aNGCTz/91MZJFeDSpUucOHGCN954A1mpE6ZSLuPAW905cCyJV9efBY9APJ7+ktz9v2K4tBdtXjZyR3eGj36NJd98XmE+xZcuETtosE1bwLyvcO5ryWuSn51lFSv1O3XjkXGTbQTCDxMmonJ+joZdgun6lMXlvJu7E1/Fp/Gsvwehdmrs5DKKTGY+vJpMUone5rU2bNiA0WgkP99iuTl16lQF604Zyx5ZxoFrB3BVuzKwZrlfQ4cnn6blgMEYSkqI2r+b9LgYWg8aelPnx9NnXiIv77h129OzJ00af4/SxwH/j9oTv/YIHq1qorFzRBVwc+dy0SRSdC4T0WBGGeCIyq88ykgQBOo52tH80HmSS8rPDY/6uNocw0ulBAFk9lXPWbguGZ4pK6tSseL65JNWsfJVXCqfxlosT4EaJUUmkez0AtRAjLaIkyl5NPdzwYwJATlKuRKlvOrXd1BalujtPOxw9K66Pk9uXB7F2cWV7nP1scfVp/Kl/qoIqt+IF+b9YNNmNutJSFhMYWEcSpUb9vZhBPhXnbeoKvL3J9mIFYCaI+qRtewCIPB68gh+9FlrI1aeOvk+Tnp3wkKcMPiqmPzTr7g5etOkpa3VVhRFTuuKaOxkx+bNm1m8eDGNGzcmLCyMy5fLy3ccfqc769euJjUxlkNrI9ixYweDevfmmccfx6xW8+uvv9KrVy9++uknnn/++es+AzP9+/fn9OnTvPnmm3h6erJo0SK6du3KiRMn7olVXxIsD5iCggLs7OysJ/zbpXv37nTvXl4Q7NlnnyUvL4+CggJ8fHz44osvKCkpQS6X8+6775KTk0NRURF+fnfvCOrh0ZWsrD3WbUfHelX2XZOaTUxRCfUd7Bjg7XrXr32v0ZvNfBFnuQtfnJTJuQ4NcPG2o1CrRzSL+IbevER9vtHES6X5M+SCwIe1yh065U4qnLvdYdTR2dV0rSFnzQUj83/6nYFj6nItK4+M7T9gLimkbs+KJ8UPP/yQN99805L51M2Fl4c/wfRFP1Z6+JYtW3L8+HEaNmyInZ0dvXv3tjkJ3Yzw8PBKl1HEJB111sdzsH4IsiG1yC0yoFE+S4DrrS16Co+KkVSCRkNuagrL33uD4nwdAEq1hvpdLPV82z/xlFWwiOY8RGMKSVHlF3UPleU0tyw5C4BpYX7Yl8bC2t3wu3v66afZtGkTSqUShUJhjWyqjGbezawRcDeitndAbe9Aq0cfv+V7BmzECpRlxy19rpITOqJ6qRPMhQbSvz+DMa28QrTXa01QB9uK7S7uTvyeks2kGj6V1jCC23NjLzh8BACXQYPwnfEBKdOmo920idxVq/Ce/AZyFxcOXZel12iGlwI9SbazZ9XRTNIyC3lu5UnOvN4Ns2jm+szAVVH23RNuUclaNJoRFP9uLbaMzB1cjfkCAKXSA4MhC7OpGEFQ4OgYjqvrrSvYi2aRvH/ibNo0DT2wq+9B4BxL4c0AsSOdjj5Cmlsugw8/yUuMoKboRRxmYuJ0DBlYn9kjV+Ns707r0U60bl1uVfoiLo25cRbB2K1rP0YOHM6cRjX58I1JVsGSk5NDxN69pCbE4Ofnw4svvsi0y9G4XbkKV67iNXECYw4domnTprz//vs254o1a9Zw6NAhVq9ebc3H9OSTT1KnTh0++OADVqxYcecfcCmSYHkAlEXrlFk/OnfubCM67ga5XI67uzvu7pZojLFjx/L3339bfRjc3Nxwc6s8XPJ2adhgHlrtGRBkKOQOODk1rLTfyDMxbM8qr1yb6t30nrz+vcReLqO2vZrowhJeDfJCEASe+aj6UVp2chk17dSE2asZ7nv74ehV0vQpvnlkFpkKNyZ8towJn1kcpx2c3eg5ZT6jBpcXGpTJZPTu3ZvHHnuM5OOHOXPiOAdjk5jx/U807z/YxkG3jAEDBjBgwD0MNQcyfrBEhImFRjwc1XjcRtipwtMTl6GPU3zuPKasLESjEccuXUg4d9oqVgAMJcWsmTmNZz6ZR5E2j7AWrYk5YXFK7f1SS0KblueNqGmvYUXjMGKKSvgtOYsv4lIpMou0dnGoUNcnNDSUcePuXcTHnRIcVD3ReCNFUdk2YgWoVHm8FOjF7ynZfBWfxpRQX+SlyyC5BiNPRF7lbH4RnreRqC6/9E4+b/16/D+dg8y+XJyWOaUubxzGzKsp/JCUgZNCRq7RRK5GRnGfAJSnsijOLeHN1adJyC6wrNtVl9K5z5o1i2nTptGgQQPOnSsv8SEaRQyikdmzZ7Ns2TLi4uJwcXGhZcuWfP/999ZSEnv27KnSmnb48GHatm1b5RSKCq+3aluE8eXojwBQqbzp1PFwpeOuR5+kq9AmGsyYdHoEtRyZSk7hiXRKrubiE+LC2VFnyVkXTYF9KnIBrpaY+XP+BZzt3fGv7YoglFtfzaJoFSsAu0UVaIsZmV9Ebm4uAIGBgWRkZODk5ETz5rWY+HoaGo0MN4VFPJ8qKmTenDmcmzwZQRAoLCwkJSXFevO7Zs0afHx8GDJkCCdPnmTGjBkcOHAAnU7HH3/8QcuWLSssKd8ukmB5AJjNZpulmrtJOX4rnJ2deeqpp/6VYysUTtVKmne9WKkuW7Zs4ciRI9jZ2aEsNaVPmDDBmrvhXiMIAvvbVG0huhVyQeBg2zsfXyWuwdh/kEJ44VsENi1gwIAB6HQ6vvrqK84ufZ+g0d0AiyNpcHAwW7duJdtgJH3kKB41mkGXx4CWzZk8eXKlguXfwOf15uj2JuHcq+rwy5vhXxoyfD3BDZvQ88XXiDl1HO+QMM7v3YkuM4Pf3nnd2kcmVzDwjXeo1bLiUmd3D2e6Ay8GelFkMnNGV0gzZ/sKVXXvJ6JZ5NLRVOLPZeFb/yuy9W/j7t4Rs1mPo+OdLdeadLZLXPYtfVBXspRZz0GDk1yGzmQmYM9p+nu5VMg5MsKv+sLbb9ZMtJssvg/5Bw+i273Huu9K5y7UPXsGlUxGIyeLkIkuLCG6MIP6Dhp6uDvTpb0r/5y8xtWMfIyaq5jlFethVXivpcs8glEkKSmJ2bNn4+BQcWlIX1zC099N4Hj8GV566SUaN25ssSRERJCXl2dT+wos55lWrWwd+WvVunmW2eDg0ajUXiCKmEUDomhENBsRRQMODrZJ10wmU6XV31X+FZf6Si7lkDIrokK79lI0iXmnSXZZCr1hyu7ZKIqdeLxAhbtZhk+IM5ALQGraRhITjTzh2ws3hYIgjQqFTMBdKSdIl8Pq1asBS5FTpVLJX3/9xfbtB8gvsOfjj33R9TWR9JeBFxITqenjzpdffsmCBQs4f/48zz//PFu2bAEsy6fNmzdnx44dDBw4kGbNmjF9+nQiIyNZtmwZZ8/efWoLSbA8ABQKBW5ubuTkWPJG3Oly0IMg6uJ7JCf/QZMmS/D06FqtMRFt63FCW4hGJtDFrXrhx2UVeuvVq8fJkxanw6NHj9K+ffs7mvd/mSeeeAKFQlEegYHF16R27dq89957rFy50tqeWmKg6aHzNuN7DH+KFV9/RVJSUoWT87+B0tse9yfubWZMQRBo0qsfTXpZop86PPkMuakpRB89hKOHJwHh9XD2rF60np1cRhvX208yeK9ZOesoWdcstYOK84MY9PqFuz6mc9cgHFv7IhrMCCo5sioiRQRB4FT7BsxPSCciN59Ck5kubk7szdExOcSHKSG3FzUn02jw/eB9Uj/8iLy1a/F5+20KI46Qu3oNosGAaDIRm12EPjGf5zSOyIBQmQInZIglIAowuGkAq08kUiy3ZMOdt6ncT0S44ZmAQHLqBVBBwYk03vxqBo3C6pGqyyQ9PZ2D32+hcb2GCCoZC9cs5vDl4xw4dNBmiaQqOnXqVKHExC3fv0yFv9+tx3z66acUFRURGhrKqFGjrO0lJSWcP38e0+MW37ey5a78Q8kYMiwWM3VtN7xcPfA3u3HS9Tmb487uOJMJu+ewxLnEYlE7eokRmRaH6uys/Vy5Esn0hkF4e9vmyZk9+1urX+Pbb78NWAqUjho1imXLlqHTmfB/bhTzfv4cZ4WMHxf0xLtJTyZNmkTbtm3ZunUr27Zto3fv3qSkpNC2bVueffZZ+vfvz5o1a5DJZGzevJlly5bdVlqFqpAEy11iLjIiqOQI8tswYWIxxZcltrpb59f7SWrqXwCkpKyttmCpYaemht3tZaMsq+5bJlaqQ26hnqYfWUL+Qj0dWD+uw02TpRmuXcOYk4ugkCPI5Yze+xqeNRswr9u825prdRENZswlRuSO1Q9DjYmJYcuWLfzwg62Tn7u7Ox07duTgwYM27U+dvmp93tbFgdYuDrjUrskKIDs7+74IlvuFq69ftX1EHkbKxAqAUn1nyc8q42aOstfjqJDzThX+K3eC24gR5KxajXbzP2g3/2NtV9WsiSCXM3tzFDui0isda01EJ4Iifyga33X8nL4Q8YbEkNbVLUEEFTgbHTn8x17+2rmJSS+NZ/XWdQDEpyYQkuyMSW/gx10r6N+2N61bt8ZoNKLX6603RABZSYnY3xAJptPpsLOzuycW3coiOWNjbStpX758mQ0bNiDcEPotCAKU+u+b4iyFB1u2bEnbxj9z5uwr6E1KlLICruX7c+jt7kxedZo9ngKim5pfj56weY3klJUVBEtZNfUb8fPzs0ROKQTyDbkcLixkyBAnNGHBPPHEE9jZ2fH777/TqFEjVq1aRe/evSkqKiIhIYG0tDRmzZqFTCajoKDAmgvsXqwkSILlLii+mkvmjxYzl8xBgdxNg9vgWqgCb21FqFmzJjVr3lntmwdJt67nKdFnopBX7ZV/LwgKCiI0NJTY2FicnJxo2bJllblEyojJLL8AxGYWcCw2mx71Ks8hIJpMXO37COJ1S3PvAR+NSIbKl7HvGFEU0W6PR7crEQCH1r64DamNIbMIfbwWu0aeVY5NS7M4AptMFaukGgwGjEajTdvkUF9Gn4ujtr2aHxqE4K1WMqX05Ojl9WALl/1/5MfEDE5qC7CXy+jg5sSQ69Ltj57bibQ4LaIo4hV0d9mkHxZCV6/CXFxicYQtre4slF6wig1mHmnoy4KnmiNQtrvijd7k773YGdWKyM/6Vdh3PVdPpbP52/9j76zDozi/t/9Zi7sbSQgkgeAWtLhL8UKhSIHiUmgLhWKlQKkBxSmlSHFrkeLuFjRYCCHE3XU3u/P+MckmS4QEAu3393JfVy52Z5+ZeXbZnTnPOfe577ssuv0FI0aOYOGyHznb9CLp6el8PPszJBIJ/v7+RC+Ko17HxowcOZJNmzahVCqp6u3F0E7tGf7lVDZ+MQYAhafIwfv0009JS0tDJpPxwQcf8NNPP5VIvi4JyqwcTJPEDj2DLDtUihRSLB7StGVDnXGaXJ7PN998U2yQFBkZyaFDh7h16xZdu85m2LGfta9t+6whThaGbB/ZCIczdwDINM/vVEwJMSb6jBnJ9//AwMQU70bNsHBwpGXLlvzwww+AKGlgbW3N5cuXWb16NaNG9cfWNpU7d6+Tk6Ohqo8DX087zcOHDzly5Aju7u7Url2b27dFk1VDQ0NCQkIwMzMjPDycHj16EBAQgL6+uFgtqgxWVrwPWN4AecEKgCY9B016GqkXw7HuX3QL6f8V6OsVf4MtLxgZGemkTEuDOhUsaFjRiocRKRjry2lQsfgafMqRo9pgxaBWTbLuiurAQ/RbApB+PYrEfaIQn/0X9VDYiiuygqulAQMGvNKQT8jRELfpAdlPk7Tb0q9HkX49nwCnDE2lOA30ypUrI5VK2blzJ6NGjdJe4MPCwrhw4QLNmjXTjo2NjaWLrS1RBZQ5w8PD+eOPP6hZs2a5dIa9R+kRr8xhVmA4zvoKsjUCfikZOgGLgYlCqxj8P42kUMiIA4kMiVSGTCIDqQwkUvFPqQ+mjuRoNChkUgIj/HkQFk4lBxdquRcm6qtzBCQSiL11A9XxRagsfXAb9V2hcXHpcVx4eJCA5wFM/n0yax6sIU2SRmRMJFKplGqVK/Ddp6KB6S+//KIllwI8ehLAtCcBTFu6AoCGFSvQIC6B3r1707lzZ2xsbDhx4gRr166lQYMGGBgYUKlSJUaOHMnEiRNL/dHsX3Ibg6z8UqVCZYZRmisXLlygTZs22u0vLzyKgqOjI7Vr1yYyMpK0nPwFzO+D69OwojXpWdmcubyCOllW3DbU7V4LOuIKBJKZkk5KbAxpCfG0GTaajh070rBhQ65du0adOvn7TB3xOTP7TSHLP5k7//wFXOLG9UqcPHmErVu3aptEHB0duXDhgvZxdHQ0arWa7t27M3z4cL7//ntWrlzJ6dOnWbVqFd266doalBXvA5Y3gFk7N1JO5LLD5RLMWrti0rhoO/aSIGgE4n6/T3ZQMlYDqmBU8//TlbAgwMP9kJ0CPt3BoORW4pchkUhK7b+UmbsqALTBCsAHzQeKxzLIXw0ow9K0AUtBvGzYVxSyAhK1wYp5Vw+MatoQufC69vWNfnvJCpeSYCoSCAv63kyYMAFbW1uGDRvG77//Tps2bejVqxepqamsWrWKzMxMpk+frj3W1KlTefbsGW3atMHJyYng4GDWrl1Leno6v/6qa9j5Hm8fIVkiN+B7Lxe2RyYQqyzeTPBtQhAEdvuF0bCiFW7Wxvx9O5zdfqF0ruGIWiNw6G4k2Tlqdo5qjEEZROgAUGbAstqgecUN16MVfZIdWfm8Hh3u5gXOL7DQf0DP6pmcDxJ4lmhHS4940p7ak2ggsH/XH4wwOAmRJ0n59m/M5uiSNu+G3OWfmxux7m7L4seLAQhNCCUjPh1jBZAcTtoNsZU2PTWZpUuXYmZiwqWdm4mNiePgvYc42tsTERWNl4MtDerXZ/APonrt8ePH+e233/Dx8eHhw4d4eHjQtWtX7W+ztJAXYZuQYRyKubnute3BA5F3plarSyxD5XFbTOQyPO1NyIwNY+6Wk2yVxeImSwKgviSNrEZ6OAsHybMFta6aSPwjSwb/uJw/p03UaQU3zdXJ+anvN5irDDj17Ao//f4rpsECQ+v1JkslcmEOHz7M0qVL+fjjj7X7GhgYaEs9tWvX5q+//kKtVjN69GiWLRM/y6NHj3L+/Hmt+Nyb6LG8D1jeAGZtXDFr44qgFkBadHqzJKScCSHl2AudbUl/B/7/G7BcXELUkW1YyUPRQwJ1B721U9nP/AabMaOR6OmRefcuQnY2ckdHDKtVA8Copi0yc33UKUoMvPNXxYMHDyY+Ph5BEKiWO7Yk5MTnC1bpOZkgM9NHZmWg7XD47d4eQk+Ga8e87Htjbm7O6tWrqVWrFuvXr9cGKA0aNGDz5s00b95cu2/79u1Zs2YNK1euJDExEQsLC5o3b87MmTPL7J/zHm+GgsJsg++LJbnONmULwMsLy08HsvhEQKHtlwLjdZ5/8vs19owpI6k9M0EMVlrPgkqtQKOBiFtw/mcEY1s0raYhiQtEemoefYDdV85y9txjFDauOA1fRVK2CRv8RAK0oFZxad9+Em/7kRAfwVQDgb+cYG1XA1zMQji5fwTBoUls3fmYF+EZvHjxAkEAn2BvhsqH0r9Xf6p+VZUcvQzqO0qJyxAwVIjX5GbetlQSsnhy/ARVLU2pamlKioUtV69dw0Ahx8fJjr4zxe60lJQUHeLowIED2bdvHwsWLChzWaPbxFrEBKciCAJRQcm4+lhjU6FVoXuFu7s7QUFBZWrAmNHRm3M7RU8rTQHZPpkgMDl7MWFEsxWoVOlLjNQ7iH9kybLBIjG4Wksx87Rjxw6tL1Z/jw6kStPxbe+LwRUbFu5YS3eftpx/LrqND+jRj0mTJunMISsrS6uY3qdPH/bsEd2184KauLg4du/eTfPmzTl9+jRXrlx5H7D82ygr4TYPLwcrAFYD3kJr7P8Izt714UHCjzQ3/Y0apm+3fCGRSLSS7yYffMDft8P5/M87jGohZXon8f+gqHZQDw8PPDxe7QOTh/RrkdrH8VseosnQXYmGRBe/YkvOTiY4ORgnEyfGjx//Sn2QZpcuUTs6BqP2HcjINRf0+Okn9P8HuVL/q3icnknL608KbbfVk7O4SoV3Pp89fmFFBisdqzkwpb0XQ/64TmSyGDzffJHIvIMPmd2tDE0AKbnfbwtXMLSClQ1ALQZqkvQYZDsHa4eGpWj463IgEoVBocMI6hxidn8LMY8ZNXIUNWvWJH7XJG6EZpGcJeBiBmrJc2JSH5KWnUyjup0IDg6mpntTcnLSGf/JeO6MuENsbCyOLo5clyUhkan5u4IFkIm9T1OkL2UuYp8+Iisri/ruLihkMvSNRF7etm3bdIij9vb2KJVK0tPTy2z9IlfIcPK0ANC6mxeFvIxLaRa9eWOMU0WPIT19A7w8K+Pv70/z5g3ZvHkBoWGxxMWIhNrjv36DTQ1jIp4nM6jPAFp260kGMuZPGcbvu49haGhIWloaY4IWcF19G0WcAjNTEzJVWWzw28u+h6J9hpWLLVu2bNGZy4sXL3ByEqsKffr00Urs79mzB39/f1atWoVarebLL7/k9OnT2s7Y18X7gOU/BoXj2yWz/lcRdCeWB/4iOa/awi1QBtGq8sDcg2JKdu25IG3AUh6QmeuREyemTF8OVgDUKUpkZkV3DeW500qQYG9sj5OxE59W/5SWFVoWGqsMCyft5CkAbbACEDX3W9z+LL1L973Ye6y5u4YcTQ5NnZsypFrZeET/vyAnOZuUY8EIGtFPx7iRI/puZoRm6uqg2OrJ2Ve7MpWM9JGWk7lmWRASn09EXz+kPq2r2JGjEVDkKv1u+6wRrX4+qx3zgWcZ+WmRd8R/9332yqFfHs/Cw82GGKkJaQm6n1PKzb/JCvXnyqUL+QJtn35K+MPLJJz6lAteKuR6wTRsaETDhkZcvxDE9r0Cd59fhNyGm99//12cUpgYRMmMZdzytEAqjyY8Oo7O47+g07gprBr+MVnpaUQmi8q7oydOYtCYcUhzsycnT54sRBwFseS6dOlSHWPT0iIrXcXtEyGY2xri07QwbSAvs5JHgIXCwYtEIiE7WyzPnDhxQtsh2LdPb5KSkvD39+f8+WscOxZAVFSsdr99j3LgUTKQzPImS7HbuYyzwTnM2qQrMHho9zEAjLyNkLYR5xNpmz9mxYoVrFixQmcfAwMDrc6XTCbj008/ZenSpWzatImcnBwaNGjAxo0btd1Ib0r8f29++C8iZvVdlC/y28r0XE2xHVOr3FyDS4t0tRqFRPKviGgJGoF1U86jysonkRmaKhgwtxEGxqVrz8xDUlYS+nJ9DOVlN3WMT8vm8P1IvB3M8C2BrFsU1KlK1EnZKFxMCv3fCRoBdVI2UgMZsevuIzGQoUlViUGMBJwXNCtWWryguV4eenv2Zm6TuQCkpaXx/bSvuX7zBjf8/EhWq1ng4MBnM74h8/Zt0i9fpuKB/Rh4efHo0SMmT57MxYsX0dPTo0uXLixevLjQBeTDdR9y7rdzpD1Mgxxo3KAx3333XZEKoCtWrGDlypUEBQVhY2NDv379+O6774oU7yovPHjwgLlz5+Ln50dUVBRGRkb4+Pjw1VdfFSL0lWZ+jx8/5o8//uD48eM8e/YMExMT6taty7fffltiZ0hBQ0sAk2bOWHT1QBAEziakciohhd72VngZ62NcDt0Rr4sctYbOyy4QEJ3GF+28+CU327JvbBMehCfzOCqVrddCMDWQs2d0E7wdCncrabJzyPSPRyKXILcx0vEyUqXEEbx/GXYeXhhZWCK/tBhJRH7ArOq7DsXuzzj/IofWmzL4e3ZdfjhjQmJ8PJv2b0at0ZCemU67pr3Qd6mGa++JmMgyqe2QRPNq7gTfzaFJtcJGnjHPfbhzsSWJEek8srvCtcOnUCWo0HPQAxVYmVtBDpy8dZKvP/2aI4eP4O/vT5UqYkPEo0eP8PHxwcjIiNTUVKRSKbGxsdja2lKrVi0CAwMBUe9o165duLq68vz5c/r378/27YWNLUuC//lwzm3Lz7r1mFKnULYlKyuL+/fvo1ari7a7KLDNysqKypUrMz9XYFEmk6JW56va1q7zD6amoh+RS3gmdjbtITUSQa6HuVktZFJDMLGD8z/TbZeK43dCuL/mM7ycLNiWFkhUTjqbFp7F/0EWoaFhODk50alTJ+7evcuTJ0+0nJf169czYsQIjhw5Qsdcr6888bgBAwawdetW7ZwGDBjA7t27dTIyeSjL/ft9wPIvI+VUCOk3orDq541+rl9NQVnjrKwsPDw8tOz0PEfe4jBixAjWrRN9Y27cuMGmTZs4c+YMwcHBWFtb06hRI+bPn6/T3VLp/D3S1RpmV3KiiYUJtc1KbwZ2/8xxYp4HYefuQY3W7V+9A2KpY6P/RgyeOGIa4EpiVEahMUN/aIqxeem1W6acncKJF/m265b6lhzudRgTvbcrEJZ84gWpp8TUbHkTpv2i/bgXe0/rUisg0KpCKypZiCWea6NH02jtWhzlcioo9LiemcH61asZNno0ETO+IXnfPsw6d0aYMpk6depgbm7OxIkTSUtL4+eff8bV1ZXr169rdRJCQ0PxrO6JGjVW7axo5NaIF6de8ODBA06dOqXDl5k2bRo//vgjffr0oU2bNjx8+JDVq1fTunVrjh07Vub3mqnWkKDKIVqpooKBnmi+VwQOHz7MsmXLqFKrHieClVjrQ9S9czy9e4O1a9cycuTIMs3vyy+/ZP369fTu3RtfX1+Sk5NZu3YtwcHBHD16tEhHWhB/tyknXog6ZgJY9vLE2PcVRpYl4MY/z/E/F06VJo407lG+JbzguHRaFsiiFIcZnaswsnnhc6f7RZO4O7+sZFDFCushPkgkEq7v38OFbRt1xn/keo8Kxsng4gth11FrBOr+lo6vm4Jl/1yjU59JxMXFaeXz/f39qVGjBj2Hfczz4AjunLsE6hwUtu581nA8DRpnY+r6jJq1e6PKziEzKwxLu/qE3Nfn7O773Aw8zT83N2DjYoWrVQUy07OwNrciMSMZ/0cPePjwIQ0bNsTU1FTb4bN48WJiY2P57LPPtBpHrVu3xtDQkCtXrpCYmEiNGjV49uwZCoWCK1eu8Ouvv7J27VoCAgJKzcNQ56hZNfEEAhqQCEg0cnpNrYd9BYs31ngJDf2Lc+fXoNHIMDSwo1IlT0xMBUJDN1C1yiKe3p+Ku2k73Jr8Vuwxzp8/T+vWrbG2tmb8+PFYW1tz6OBBjhw9yoieLVm3T+S33Lp1iyZNmuDj48PIkSMJCwvjl19+oXnz5oV+78OHD+ePP/7go48+okWLFpw9e5bdu3czffp0Fi5cWGgO7wOW/2EcP35cK2vcr18/TExMePbsGRqNhh9//JH09HT++usvnX3CniRw+uxJTlw8yB+/bebDTi3Y+MVYtt64x4vEFAZ8MohatWoRFRXFihUrSEtL4+rVq4xKk/Es114+DzVMDDnRwLtUc936zRSiAvMvZF/sPFSq/eZenovt5uZFvmbnZoqJpQEdRlZH+gpTs4IoKhsxu/Fs+nr1LfUxygpBEAifflH73HqQD4bV3l2baviyZTxbthxbuRz/rEw+evGCBQ4OTNi+nbDRoraE/exZzLx4kY0bN/L48WNcXUUTxpMnT9KuXTudm/y4ceP47bffuHH7Bj5VfdCT6ZGRkUGVKlWwtbXFz08UooqMjMTV1ZWPP/6YzZvzy00rVqxgwoQJHDhwoMzti3naEXl4+kENTOXFZyb6rb3CtefiKtJQDvqHviErK4vHjx+XaX5+fn54e3tjYpIf2IZEx1C7ejXcKnty49Il5GX4Hr4OclRq1k44p33ebrgPXg1eP/h5GcocDTP+us8eP5Ev1crDlAfHtiCNDeTRvdukJCfRdcJ3bFz4VZG+T5EnAvj+24X8cWcP6eliiWnl5z8wdslUEiPD+ePzUTrjVRb6TP9tHxKJ2PjXqY4J5wMy2LLVi65dbtK2bRfi4uLYv38/s2bN4p9//iElJQWpVIqFhYVo2KpS8tMPP/LieQirFv7I8C8nIpXlZ4BHjx7N2rVrtc+NFIZcHLWdsfvnkpCZjJWhOYmqFB5HikKKt27dYtq0aVy5cgWpVIqTkxNPnjzh5s2b1KtXD4Bly5axdetW/Pz8UKvVWFlZ0blzZ+bMmUPlypU5f/48LVq0YNOmTQwePJjSYOPGjQQHBxfa7u3trdNt8zp49Gg6EZG7MDR0JTMzlIKmUfXr7ebO1d64m7TFrWnRxqd5uH79OnPnzuX27dvEx8eLKrwuL5i6YAXyRiO04y5evMi0adO4desWpqamfPTRR3z//ffajEseVCoVCxcuZMOGDURERODm5sa4ceP4/PPPizx/We7f7zks5YDk5GSWLFlCq1ataNGiRZn2nXR6EqdDT6Mv0+dol6MiO71RFfa0fIg0eS5MiAV5PsfB2NiYTz75ROcYK0efJuT5Jgz0jEm+Zouip1hjbVrRhX51LahgpseAEeIXr1+/ftSoUYNFixahN3Fmofn0dSi9MWKleg21AUvFOqUXVurj1Yfj8mD0cwpncrpProOeQdm/llcHXGXro63oy/RZdWcVrmauNHV6tc9RWloA4RHbSEt7QlLSdap4z8fZufQXErOO7qhCU9FzNX2nwQqA4/DhqK5cRWZthX7gM3ghkrjzghUQ1Uf3Tp5M165dtcEKQNu2bfHy8mLXrl3agOXChQvUqVOH2tVra8cZGRnx4YcfsnLlSm1L4pUrV8jJySkktd2/f38mTJjAjh07yhSwaAqsmXrZW7IvOhHPC/d19GRextL+tWn2wxnUGoH+Dd25ebcCN26I3QxlmV/ezSoPIZnZ+D6MIKNqTe7e9ePzxyGs8Hk9T6TSQvaSk/CJ9Q/LNWDRk0v5uW8tfu5bC0DM0o5ah6urK3Xr1Obs2bP0rutSrEllXHQMyy9t0il3qiLFwMXS0Zlxf+wgKy0NfSMjIoKe0bxzV/T09LSS72cfqxk2rAKmpkru3hO5LllZWdSrVw9nZ2c6duzIrl27kEgktGnThqFDhwLQvFEzatSuxbrfD6F8XpMPPgFDU2Mq1WjA559/TtPabdm78Tj7r63DzcKR5CoSNvbbTNJfgYzZPhOVUsW9TRdw7uJD3bp1OXEiPwPr6emJt7e3zv//xIkTmThxIu3bt+fEiRNcvnwZb+/8xZudnainUhbiaF4+QE9PH5lUSmaWyGcrje5KSbjp9xHJyeICwtS0OtV8fkEmMyZbGUt2VgSmpjVFZT6N5hVHgmonR3LY9zlpvg5osEKDDAv0EdCdY1HK2kVBoVAwZ84c5syZ83pvrgS8D1jeEHfv3tVmPM6cOcOZM2cYN25cqclFte1qczr0NNnqbLZu2yqy0zcsQHptCulKAcO0GKQWJcup2/nICfjtDr6e7bB1tsDMxo4PBgyF3FRtZd98bRJPT0+qVavGo0eP8POtQlZWBP4hu1mf3QFzfRM+dS59SaNRr3406tWv1OPzUN2mOs4zK7JtrmjqVb25M/7nxdbeHKUGvbJz2jBWGDOypnjjLQtRNDrmH8LC/tQ+f/xkJo+fiIGciUkVJBIFMpkhVassxMhItxQnkUgwa/nuOz/yIDU2xn27qDMRffMmHDuK/bRp2BoaIahzsBkzhoiICGJiYorkY/j6+nL48GHt8+zs7CKdvPNkzP38/PD09NQS//LaGfNgINPTjivT+5BIaG5hwvmkNPZFizeD+Z7OJe5jJtdwbYpYwjlw4ABHjhyhX79+2vdR1PwKvo+XIQgC15LTmflU/B5qEuKRmlkQmf32tVMkEglVmzjy9EY0OSoNHUcV7Xr+OhDUagJ8G6JJT8fuqy+xHj4cR0dHIiMjcXBw4ObNm4WM/l5G5uVoTPSMGN1kAD+fFYmteq75K2EDYxMMjMUM1brtOzE0NEQQBBQKBSqVCmNjY3755REXL1XHyNANiCAsLIzatWtz5swZ/vnnH3bt2kXz5s3ZtWuX9rheVatQo0oNgkJFj6ULWwDS6TblIVWqVCcnxpSbdmI59lFsEK3Gdy8091pDmzO23whW7sjPMly7do3AwEDmzZtX5PutV68eJ06cIDw8XCdgybNSKQtxtEOHDpw9exa1Wo1Go9FK8r+pgFpGRpD2cUzMYWJixN9x0yYXsLZqVmBkyQGLMjMHY6U4p0TjhqBnSoVEsRPo1olwatTOea0F5NvCf2cm/6MoaGMOoKenVybS7NBqQ/G09MREYcL8sfNFdrrCjR7bbAl4+gzjZVUYNGgQS5YsKZadHphyFUHQ0K1jL/p9I158fLv3oU6Hrsj0FEil+al1QRCIjo6mQiUvjj+IwtPenPpek3g94enXh6WDMePWtNY+b/aRJ+lJ2RgV0zHz1uZh0ZBgVhT5moV5A6Jj/kGlSuDK1bZU8vgSZ+f+KBSlz0K9a8gsLLDJXaGCWL4BilS5dXR0JCEhgezsbPT19fH29ubChQukpqbqpHkvXhTLXuHh4s087yJ+6dIlWrVqRdzmh2Q9jOds0HWdcWXBt1mX2Rtyn1SZMbWlaXzcpOTV2RdffKEtCUilUnr16qXtYHh5fnnIU+R8eX5qQcD57F3tc+W9W6ge3sP4kxEYvCMieuvBVWk9uPwlDSQyGZr0dAQg5qefsRo2DH19fRwcSp/BWRG9j8rWbvT0bqsNWPRD1oAwBSQSYjJiSFOm8fzZc5YsWUKDJg1ISEogPU3MwtT2rc21Jzd4HGmInsKIqKgosrOzGT16NJmZmVhZiST3PP+wPMjkUrxreBEc8ZxB3/tw/exynhxrw8nNF7F1eELMswDsTaTs27OXI3v/Yd32P1j63c842Tkw9+f5pKan8dPUBVRpqlsu3rZNDPKLc7H/6KOPWLRoEevXr9cquoLYhSSXy2nZsmWpPzsnJ6diz/MmaNb0KhmZz8WaG5CUfJMnT2aRkRGMRCJHIsm95qsyITutgPKwDGRyyFGCoEFPT06k0htHvSekZ6iJrdyVw4+6YiqLIVntiMWjBCrVKZ2p6LvA+4DlDfHxxx+TnJyMRqPBwsKizMJCEomEZs5iRPz06VNycnLyZY0XteTs2bMsX76cpKSkYtnpe//ehaOjI9OXjNARHlIUEeBs3bqV8PBwsmr2ZuSfftR0MefA+GaFxr1ryORSzGzK3t3zJngR8juBgd9rnzf/4DZBz5cQFraZSh5f4u4+Bje3kVy6/AEAz4J+JibmCL6+B97qvGY+DcM/NZNfq7qW2TTyZeSpUOb5eRREXgCcmZmJvr4+Y8aM4eDBg/Sra8WC1voYe/iyKrImN3PbpPOOVbduXRo2bMgPP/yAs7Mz1Z9a8/jZE2YcX4xCKiczo+wmZ1WTHjDzeQFy4PfroGZ/6LFKvNi+hM8//5w+ffoQERHBrl27UKvV2hLEy/Nr1aoVjx49YsyYMSgUikImbLICCwyj1ERSv/8GJzc3ti6ch6/jf+di/bpwPHuGpWvWADBDpdKSrEuD69evs/XvHVz8dSQOT/P5DNKsMFBlkKDJpt2edmgEDcGLg5G5yLh07hIm1U1QPhL/P04ePsnJwydz95ytPcann36KnZ0dMTGiIeKpU6dISEjQBjAgZjVsbW0xs3RArf8PhjYVSI96ROJTkS+nD6geJFOtYU3YDo3bf4Cvry8rt61DEiej3yRdrolarWbnzp00atSoWC+3OnXqMGzYMP744w9ycnIKEUdf7nL5NyCVyjGSuJMVlIzMXA97x84EBMzj9p0CYptyCZJnZ+B8SdlKCdbGgAocVTc4dWwYICFVz4RmParg6vPfso54H7C8IaRSaZFp9NdBWloaGRkZOrLGvXr1QqlUsnbtWubNm1eInR4QEICfnx+TJ09+pUri48ePxXJVpRoYVhd9LBIzlCXu8zrQaDRkZ2frpORV0ekoQ1PRdzdHUGuQ2xoV2877LqDRZOsEK61aPkQq1cfbaw7eXvmr+5ycNJ39KrgOe+tz+z0sDoD1YXHMe0Vp5FXI+z/IK5MURFZWls6YTp06sfyrgXy9dCt1f8sBzlC5cigLFixg6tSpOsTUvXv30q9fP4YNEz8PmUTGZw0+4mrYXZ6nlTHDIghwTbyh8nUILMrl2tzbQUa7BdxVG+Csr8C1QPBWpUoVbYvq4MGDad++Pd26dePatWtIJJJC85PKpIybOI5rl67x5ElhYbeoVrVJT0+nVatWJGRlcuzkCaq7vD6PRCNouBB2gUx1fnBkLDemmXOzN5ItSImNIfThfSKfPkEqkxEfLhpqdho3BRNL3XZ8jUaFRCJHv4AMvEQiET20pFIkr1hcCTkqJowdTb9+/Wgct43gl6e90AkrYL9czlqb4fz0YDEVvSpSuUdlFHoKjgUcQ5mjpFu/brTq2Iplt5bS2sKL3UuvabN49evXZ9iwYcyYMYOAgADatGnDrVu3kEgkPHr0iMuXLzN8cH8iz/1BDdcvSMuYQ+JuUdjO1M6c1Jhkgu/fYWdQNIaGhvgoIiHidqH3koeTJ08SHR3NN998U+J7X7NmDa6urmzYsIG//voLNzc3lixZUixx9N9AxMLrkCOWfBSOxvgO3U92TgyCkIMgqCExCEsbE5DogaAR//4qQJCu3hv896KngkRzORkdZtLbyJt7T1ty+dIn7D1zH6u7lnh6euHj44Orq+s7l9x4GW8UsCxatIjp06czadIkli5dCsBvv/3Gtm3buHXrFqmpqVqJ8Fdh5cqV/PTTT0RFRVGrVi2WL1+Or6/vm0zvfw55N46X2eMDBgxg7dq1Rcoa5/W6Dxw4sMRjR0VF0aVLF8zNzTlz8h/OhKr4/cJzKtuWb9vv8ePHuXz5MiAKCU1oOQSlf6KO3kwe3nVXTUFIpfrUrbOVW7cHap8XRFTUfh48nKKzzdDQFUeHHm99bq2sTIlX5dDD3uKNj5VXCoqMjKTnqkuoNQJ/Dm+IuaGCyMhIrKysdLIv43/4k09dnnPv7h30qn9I7YlbWL9+PYBOK7yzszMXL17k6dOnREVFUdmjMraGlrhW98DLu2RDyEKQSNBIINzRANX2qliYK7BKVvGnYze+uil2tnS1Nef36sW38/fp04dRo0YREBCAt7c3zs7OnDl/hmo/VSMnOQc9ez3OWJwhfkd8kYaVSqWSXr16ce/ePY4dO0b16m/GI3kQ94DxpwsrE+/suhMf6zIoyb6EdeOLDpgv7dxCh9ETUauzOHtO1zLCxNibmTN3QmIWEePHk37uPACGdeuS3bNHsefa2NuM+3ez2PPBU6D4xZBTtortP+2kRYsWXLlyhdPHTjNr1ixkuZmxBjXqE2cQhkk9MxpGtmKPSrw+NG3alH/++QeAqlWrUqdOHe7cucPw4UPx9KzC8uXLsbKy4uNzV0m6LPKOVibEEEYKFe2sMA8yIDUrm1svwolJTeeXSX0x2S9mVM6eLdrnq0OHDkXqnLwMhULBtE8m8WW30citDNBzMUUiL3lBuGDBAmbOnEm1atV0qAItW7bk3LlzhcZ36NCBo0ePap8PHTqUTZs2FXv8sLAwnJ3FBYwqNkMbrIBIgk5dnYNJUw9MGjuKcy2KalOrv7hA0OSAREqcXQtu7l5LdLYE54hvkUi/peC6NyEhkWvXrnHt2jVcXFwYMWJEEQd9d3jtgOXGDVH3oGbNmjrbMzIy6NixIx07dtQxZisJO3fuZMqUKaxZs4aGDRuydOlSOnTowJMnT7TM7P+riIqK4sGDB5ibm+Po6MiDBw8K1XLzPoOEhHhevFhLevozvL3nIZMZsG3btkJs95eRnJxMp06dSEpK4sKFC9ib26JZeo1BWRKavoF2RFHIa3sE8FDakvZPYfsB7djrkcUGLI8THvMs6RmdK3Z+K1F9ZmaINlgB0GiUSKViqjwo6FeeB4sZLlPTapiZ1sTY2JMKFd6N6uv2WuWnw+Hs7IytrS03b97ktod4I6v17XEW9qzB9evXqV27tu4OEgnGEy9R0ELy5MmTGBoa0rRp4a4rT09PbRD98OFDIiMjtV0eZcHTvuMJi9ohPnEzpNnlBL7yyhcMOxSbTEqOGrNiWp3zyjwFDSmlSNF30EffQQzIssKzipyfRqNh8ODBnDp1il27dpW5068opCpTAdj34T4cjB0ITQ2l36F+pCnTXrHn66Ek8nta+hNSUx+h2nxRG6wAZN66ReTdO0Xuk5KSwvRT2XzVRI8K5rl3MAt3wL/Q2LF+AonxSfin+fPVV19RoYJIRFerxS6TVfdXY+Nig75Gj6qZHkhzbzt2deK0cgSf2Jkwe44VM7+J4s8/N6Ovr6BZs9rMmj0Uq2HLtefqIjdnb3ISfo+DSNZoMDY1pXaN6qxzvceHFgX0QJbVhcZjocHr3WCTjweTejpU+9y4kSOWPSoXOz4sLIyFCxcWK5ro4uLC999/r7PNyckJPz8/vvnmGy5fvoxaraZ69er0798fNzexM00QBEaPHo2bmxu///4769atE3lpgkhWr2hZgXHffM7YASNIPvyc5H+CuHjzCp/MH0VCQoL2XK6urly6dAkXFxeQSDhx+izt27+km7VI/GfXrlEMHNif8PAo7t+/j7+/P2fPniUkJISJEyfq6IK9a7wWoywtLY2BAweybt26QuWQzz//nK+//jpfXrkUWLx4MZ999hmffvopPj4+rFmzBiMjI/7444/Xmd7/DMLCt/HgYVOeBa3l0KFD2hT3y6TAPHZ6TOwiAp/9SGTUXlJS7mrZ7iVlV7KysujWrRsBAQEcOnQIHx8fNk2/rFWWvX7oebm+pxo18gluruqS2fSGJYis9T3Yl68vfM3GBxt1tj948IC+ffvi4eGBkZERNjY2NG/enIMHDyIIApmZmVoug0ajYfXq1dSuXRtDQ0Osra1p3bo1d+/eRamM0x4zPFxFq1Z2WFpaYGio4MPu07hzOxNnp4/xbXCAKlXmv7Ng5W2gd+/eHDp0iPZu+euTx36XCAgIoG/fknVqLl++zL59+xg+fHghh9mC0Gg0TJ06FSMjI0aPHl3mOTq6iC3IZmZ1sLRohGJGNFtqeqBXIFg9/ls/Yh5eKbSvSqVi8+bNYknAJz97IZPKmNpgKpDriL47rsj5TZgwgZ07d7Jq1Sp69epV5rkXhVMhok3CitsrWH57OT9cFyXXjRSlF2UsCoN/XE7VZi2p0bo9tdp1wsTKmpptOmJuJy5yZDIDXF0Ly+SbmVXHdvLn6L+UXRIKLDAK4ueff0apZ0G/6gqCkzQEJ2kIqztV+3pchU4oBQXJWQKbT6fjVcWL7OxsmjVrxj9HD3LE7zBKjdhhZZNowTBhIOc/Ok/FbGc6e4sB4WVVvnz8lpg08BZv9h92N2P/gQp8NTWerKxfiFieX7bubGbG+gquXKjsyT0vbxKiozk7vzsfehcQGtQ3A7USXlwuy0erg5yELN0Nr8jKfPnllzRq1KhYdWRzc3M++eQTnT8LCwuaNWtGUFAQc+bMYe7cuaSlpfHjjz/SoEEDPvnkEypWrEhGRgZyuZxvv/1WqzFUy60qORo1CqmMxzuukbD9CVlPEjn97Aqdp/QlISEBZ2dnGjVqhJmZGSEhIVqTQ5VKpU0m6MtlyCQSJIBcKqVlk8a0ajUfT88qtGzZEg8PD9avX09wcDAqlQq5XE5mZiaPHj0q9rNYsGABEonkjbOUReG1Mizjxo2jS5cutG3bVisP/LpQKpX4+fnpZGOkUilt27blypXCFycQ6/EFa/J5PgX/a9DTswYNWCgkONerh629PStWrCiWnd6z5wxSUpZhZlYbc/O6bNsmrkCLY6Gr1Wr69evHlStX2L9/P40bi+vm9iOqcfx30TunTjvXIvd9XVSuXJkvv/ySixcvYm3uCOczIbFwa6jtyJroexR/A7QxtCEuM45OFTvpbH/x4gWpqakMGTIEJycnMjIy2Lt3Lx9++CFdu3bVZprGjBnDtGnT2Lp1K4MHD2b8+PGkp6dz+/ZtYmJiqFVLdCuNiclh4oRwpFIJvXqZYWBgzrFjqXz9dSwNGrQnN4b815H1NJGE7Y/RZKlBI6BwMMZ2TE1WrVtDUlKSNqg9ePAgYWFiGWXChAmYm5szY8YMdu/ezelfxjFi5FjS09JYMXMpNWrU4NNPP9We48WLF3z00Ud8+OGHODg48ODBA9asWUPNmjULKVROmjSJrKwsateujUqlYtu2bVy/fp1Nmzbp6L2UFmZmNWjT+pnOtraWch5W0efu9lFUSw/EIieNnsPvkGLkRvPmzXF2diYqKoqtW7fy+PFjfvnlFy3PpuD8himHsenPTSTfTS40v6VLl7Jq1SoaN26MkZFRIXO3nj17vpbVQBVr8YvzPOU5oWmhSJHSwKEB7mbuZT5WQdi6VaTzhPzMU9sR4wqN8az8NeZmdbjvPxZX1xG4OA9GJhMDJYlh8ZoB6TejSL0QjtzSgBfPgklMTKTaqgIDfs0nsH614i/ajjLGwkCCKlvg5jWRmF1o1Q74H3/MlOPTae7dhgpuptRw8IK7kJmQw7EPd6NATecD/dkcJGbPLMxl+DY4RFZ2BIKQg1xmQrR8FBKJFOPmzUk7JQaDnlcuIzUwgDqfwLlF+SfMThH/XBsXmktpYd2/CpoPK5F+OwZBpcGohE6Z8+fPs2fPHm7fvs2ECROKHZeTk0NWVpb2Ozpr1iytsq61tZhp/uSTT/Dy8mLGjBns3btX29F0//59jI2Nad++PRunLCPl0HO+O72SdTd2sW7hKuRGhmQY5TB6qci/Gz9+PMuXi5mprKwsqlevzurVq7Udp3fu3AHA1ECfJpXc0JPLsahSHXN7R2xyTWHj4+O1Afzo0aOpVasWiYliiag4I9ZXZZreGEIZsX37dqF69epCZmamIAiC0KJFC2HSpEmFxp05c0YAhMTExBKPFx4eLgDC5cuXdbZ/9dVXgq+vb5H7zJkzR0CU9dP5S05OLuvb+dcR0KqV8NC7ivDQu4qQHRomDBs2TACEjz76SFi5cqXQt29fARCmT5+us19OTo5gb28vNGrUqNhjT5o0SQCEbt26CX/++Wehv1fhedJzofrG6jp/t6NvC0q1skzvMXTaeZ0/jVJdpv1fhZycHKFWrVqCnZ2dMGfOHGHOnDnCunXrBEDYt29fsfup1VnC6NHDBZkMYcNGF+HkKQ/h1GkvITU1QahQoYJQt27dcp3n6yLrRbL2s4tacVuIWHhVCJ12XkjzixLc3NyK/C0AwvPnz7XH8Pf3F9q3by8YGRkJFhYWwsCBA4WoqCid8yQkJAjdu3cXHBwcBD09PaFixYrCtGnThJSUlEJz2rBhg1CrVi3B2NhYMDU1Fdq0aSOcPn26fN+4/z5BmGOm87d9hI/Qtm1bwd7eXpDL5YKlpaXQtm1bYf/+/a81vyFDhhT7+b38Gb4JEv5+KkSvvC0k/P1USNwfKGTcj33jY2o0GiE6+ogQHr5TSE8PKnZcZqpSeHYrRlgx6pTw++BdwoPa9bXXnPO//y4AwoYNG3R+o4eHrBM2fLZY2DNjsPBXP0Phr36GwtquBtrPZYKvQkj6xlZYenqO4DrBVRg7c6wwePxgoXnHRoJNZxtB30VfQCaONallIvQf86Hw4PPDQui084LfuL8EqUIqGHkZCWdObhAOHl8pTDo6WLDpaiMee2VL4UbkDeFG5A3hZtTNQn+XA24IIYExQnxEmpCdqdJ9symRgnB0hiBs+1gQHh9+4884IyNUCAnZIKSlBRb5ek5OjlCzZk1h1KhRgiCI98Nq1arpjGnRooWgUCgEPT09ARDs7e2FmTNnCqampkLfvn0LHbNLly6Cnp6ekJCQIFhbWwvu7u7az/3hw4dC0pEg4cnkY8LBQWsEQJgxY4YgCIKwcuVKARAkEomQnJwsJCUlCampqUJYYobwyfivBUA4e/OBYGfvICgUCgEQfpo7W/jhk95CalJioXn07NlTAIQdO3YIgiAIaWlpglpd8rW7X79+QuvWrYv8HIpDcnJyqe/fZcqwhIaGMmnSJE6cOPFajpXlhenTpzNlSj4hMiUlRVs3/V9DTkSk9nHs0qWlZqeXhu2eF0UfPHiQgwcPFnr9ZcXclxGQWNiWftCRQXzt+zUDq5ZM8i0Ii+6VSDoUhL6bGdaDfZAoylfbQiaTUaFCBaKiopgzZw4SiYRGjRrh6+tLz5490Wg0ZGZmFor6pVJ9Ll26Tq1a1fHx8cDAwAUvz28wMLAspO5aWtw7dYzkmCga9uiLnuGbpf/zoOdkgkRfhqBSowpN1W5P/ieoSNnvolCtWrVXevxYWlry999/l+p4Q4cOfS2uSpng2qTQpv7OYfT/8R+wdAcgMSuRTQ828euzX6mfVh8nE6cyzW/jxo1s3LixHCddNNKviL9zTWYOObGZZAcnY1i9sDPypfBLfH3ha3Z3242Dccn8smfPfuRFiNgKbmvTjpo11xQ5bv+vt4kLFbkzWYbWnGn4A9k2N4g8/5SkQyKn5eDBgwSauJP9PJlP6/WmhoM3NQDU9dGr2IwdT3/kRXyI9pjhDh2Ys/kuwtqV7LawZN5n53hRWQL1wQEHcpJzUMYoEdQCJlVMMKhmgFmomFkwvrEam642xPwVQ9dJ4zGra0ZWaBaJ5xIxb2TOGeM4zhz79OW3oUXfO9OwzhSz6hb2Rgz8tgD9wNQBOiwo8XMrC0JC1xMWJto7NP/gNgqFrnT8mjVrePHiBSdPnixqdwAqVapEq1atqFGjBunp6ezZs4f58+cjlUoLiRuCKHCoVCpZv3498fHxNG3alODgYExMTEQH6UnjCAgI0O6bp/Cc99s1MzPD1dVVy+eSGZpi2kDMlPT8ehmJ0VHac301VxTPm7ZlL7Vq1eL333+nfv36aDQajhw5gkKhwNraGm9vbwICAjA2Ni5WF6y0maY3QZkCFj8/P2JiYqhbt652m1qt5vz586xYsYLs7Owy65DY2Nggk8mIjo7W2R4dHV2suJG+vn6RuhL/i7D/5htSjh1FqqePads2pZY1Lg3b/ezZs0Vuz2OjF0dmDQsLQ6VS0aFihyJf/4RPODvibKlNFk0aO2HSuHy1C9LT08nMzCykdCqRSEhJSeH69euMHTuWGTNmsHz5ctLS0qhYsSKLFi3io48+0h5HVHd1wLfBfp3jv6zuWhoE3rjKid/ENGyQ33WG/LyyXN6rRC7F+dsmCGoNyceCSctVBTaq9d8kpGc+TkCdlIWQI2BYxQr56+rrmNrDzFiYX4Dr5NMdjMX3fTb0LBNO518Y/aL9tAFLeeHYOn8C/WLQM5TTvL8X3g1fj6SucDJGFZFOTmwmEoUUaRHqof0O9eNhvKjq2m5POzZ23Eg9++LJ9MbG+d9LZ+eiy8KCRtAGK3loP6IabT8cSkhkPql037592se9qrXH3Nwcozp2ZD1KQJlUhZ9OpBGWks8l2Xcg3zesm5kZSxI7oD96Esq4WP78YSjLCpzvo7j2TAwTy0m2oytgN+Y37mQnstj7N/ZuP0TollBMzY0ZMnEIo6aMwtG8sMhhQey5eRdJtSQqGXoRdFvkwSiVSg4dOkRQUBBpaWk0atSIrKws0tPTadOmTZmE8grC2XkAYWGbkUoNEATd0nZ8fDyzZ89m1qxZJarf5nXZ5WHQoEGMHDmSdevWaVVw8+6bSqWSa9dEBfD9+/ejUCjo1asXBw4cQKlU5mt0ff89K1as4MyZM1y/Lgo2BgSIC8zk5GTMzc0ZN24cT5484eTJkySdF7uPVHH5TRASuR76enpkZYjfj7t379K0aVOuXLnC3kW3ycrKQiaV06lTJzS5Ev8GBgasWbOmkC6YWq1mwoQJjBgxQofHWN4oU8DSpk0b7t+/r7Pt008/pUqVKkybNq3MwQqIyrD16tXj1KlT9OjRAxAJfKdOnSq2TvZ/CVaDPsFqUMmZjvLGqFGjCrnQCrlsdHd3d5ydnUlPT2fz5s3seLKDsNQwulTswuPExyTdTeLM/jM6teoffviBS5cu0bdvX2rWrKk1Waxbty5Xr159JfkqNvYE2dnR2Ni0xsCgdDec4pROV44+TWjcUwRBYMeOHcjlcn788UfMzc359ddf6d+/P2ZmZlo79NKqu5YGFg75F1qPesW35IeEhBAWFkZ8fDwKhYKqVatquwJKgkQmxaKzByYNHVGnKtFzK2wUdjUpjWkBYWSpNZz29cb4NX6Tr0TYTcjJAvfCgoNCjob4jQ+0z5MPBeGy6IPXP5dcD+YkQVwAWFfWEZFzNdPlytS1r0t5I+Sh2GmhzMwhIiDxtQMWuwl1SD0dipCjAQkYVNZtVshQZWiDlTy8SHlRYsDi6NgLR8eSScJpSbr6O/1n+WLtbMKLiBDitz8m824+8dVqcFUSNotkSoWtEZbdK6PpqCZizmWujNmF09zG2kDrURVdVd6cvw5T6dvvURvr0/9cDl+tO4DJBx+gUashW0XqRX9M29bVakU54sZP369i5sSviWjVgejZw2g54KsS30se5OpH6Fll4lzBksCbMahVmkIcq6tXr2ofP336lK+//rrEqkBGchJIJBiZ6fLqTIw9C3Gr8jBz5kysrKxeK5vwxRdfsG7dOkJCQhg+fDhTp05Fo9Ewf/58rTr19evX6dChA/369WPEiBEolUpatmzJF198wbVr17h37x5SqZTk5GSePn2qI4h4//59bdXBsG1nsk4dAUBPnu8PJAADBw2ic/u2HDx4kI0bN6JSqZgxfQauiNlNtSYHYwNTVqwUQ9CFCxeSmJjIjh07dHTBSpNpKg+UKWAxNTUtdPMxNjbG2tpauz0qKoqoqCgCAwMB8YMzNTXF1dVVq2DYpk0bevbsqQ1IpkyZwpAhQ6hfvz6+vr4sXbqU9PR0HULge5QDIu6ARELjxo21BNw8XLx4kYyMDG3HUV7qbxCDdMa1bdsWMzMzHS+MKVOmsG3bNh0FzYImiy8TGV/Gvfti18aTADGr5FFxMm5uo5BKFcXuU5LSabZK/OHGx8dz9epVGjZsCMCHH35IxYoVmT9/vjZg0aq79uvHggULMDY2ZtWqVYXUXUsDmwpur3SsVqlUhbrfrl69SosWLWjRosUrxf8A5NaGyK2Lzlr0uB2ofXwxMY0ONsUTm18LicHwuyg6yIxI0Ht12UtQqZEo3iBwkkjAtrCDuIe5B47GjkSmR2IoN8TJuPwVSEcs/oCLX0zhA7M/4Blw6TtoWvp2ztXjz6DJEbB0MMLJy5KWA4p2QjdSGDG53mSW+C0BoJN7J3p5vnnHkqmVAVKZBI1azMYaGOf/pqw+8iIuM4fsANG/SVrgNWVoKhHf5TY9SCUY1bLVyQpVPn+OkEGDUeYabpr36Y1EodCa7Qm55n5SmQyMZJi3L7p7JilOJIgbWZXOn0eZo0Sh0cfAQM3DixE4eVogU0iZPHkyS5YsKXIfmUxWorrv8qF9Ueb+zof+shprl8L0gtQcNZ4XxMW6X2MfMkJf8Ntvv7F06VIt4R1EgqtKpSI4OBgzMzMd1d6CyAsmfH192bZtm1Z/pX79+kydOpUFCxagVCoZOHAgBgYGuLm58ezZM44fP467uzv6+vr8+OOPzJ07l8TERK5cuaKtOpiYmOhQJNZ/NYWBuQFLn7oe/CZe2jCp0ZaOc+fTy8GKXr16cfz4cSIiIjh95jT9mtbS7j/uo5na8mrr1q3x8PAA0OqClTbTVB4od6XbNWvW8O2332qfN2/eHIANGzZo3/SzZ8+Ii8tvK+3Xrx+xsbHMnj2bqKgoateuzdGjRwvpkbzHa+LWnxB6FW7nBg6f3wcL3dXptm3bkEgkJfpeREZGcubMGQYPHqyzWmnSpDDXoKDJ4qvg4jJYWycGCHq+BEvLRlhYFO9wlKd0mrTvL1raOzD0lh/dunVj1/rDHNoVCwegYsWK2mAFxB9yt27d2LJlCzk5OcjlYrpz+fLlfP3119pSZ+XKlYtUdy0PLFq0qMjt586dw9nZuUhRs/8UNn2Y/1hROGiSyKU4zmpE4u4Asl+kIGTmvFmw8goc73P8rR0bRGXYJp91gJ25Qebjf8oUsBgYK8hIVpIYlUFWRk6xAQvAsOrDGFa9/JWURy9vid/RF6hzNBiZ59+4JTIpNkOqkf0sCaQSDNzMseznjTopr6VXov3nZb0khZ0d7nt2k7h9B/oeFTHNzdjmRL7As0cU8nM90JySgASU2ZYY/Fi0fEJqfCQywNS6dJmr2AQxuEo+YQSkYuNqQkpcJuY25syaNYv09HQ2bNhASkoKBgYGDBw4EEdHxxK1nJQFFiUyedG3xDhlfmai3pWHrI5+jEaj0To8v4yKFSsypuenLFu3ssjFRVCQaF7Yo0cPjh49qtXiqlGjBjNmzADyndIBPDw8ePbsGQcPHsTCwgIfHx8MDQ2ZPHkyIDpIOzg4EBoaWuhc1VzyA/mCdgTVhvVjc0Q8fRzEoKpKlSpERESgUqloM7gqW86K4z6dlv+bd3V1pV69ely/fl3rWv0mmaay4o0Dlpd5EnPnzmXu3Lkl7lMUUXD8+PH/8yUgtTqT58+X4+DQHROT4i9M7xwHXvpc1bq1WJVKxa5du2jSpAnu7u7FHmbHjh1oNJpXquqCyEF6+vQpzs7O7N25h/ZN2mBaoWgLAy/PmdqARSYzwc62PWZmtYoc+zIic3/c7e3tmX7+HNl68fQa8wET5hc2UwNRhE+lUpGenq7VFRk/fjyffvop9+7dQ09Pj9q1axep7loe6NGjB/v27cPW1hZBEPDw8NCS5MrDoySyZS3+jIhHLpGUf3YF4NPD8HA/1OwnZj6KgMxYgc3QakW+9r8IWZUO0Ot3SI2A6n0Kva7RKImNPYGhkRumJtV0bo6+XStyYddTEMCxhDb+kvDT80h+CY7G29iAc75l77OXSCXU7+xe9GsyCQZe+b9L4zIY3clMTbEZqav5ou9khdRAg1JeCZV1HfQj9qNvkFDMESA9PhozwMymdBYUcfFJus9D0tj/6x0+mtEAfUM5ZmZmTJo0qdTvAWDytv0kRkUgVygwtyscOAkaDY2v6S68ktZtYJmTOGenBfOQZUeCqSMzv/uBpIhE5raZhJulM0/nnyOlSgo5lirqdemOgbEJgiBo5UA6dOiApaUlzZrll1fz1G97dO9O5KP76BkaUaOaDydOnMDIyEg79vDhw1puia2tLR988AE3btwgLS2NlJQUzMzEknF8AZLtVe864u9WEEi2tqKiVMqGqReRKaTERon/T3K5nMqe+SJ5ERERWo0wyOf32dra8vTp0zfKNJUV772EyhEhIb/zImQtL0LWIpOZ0LLF3Vfv9C4w4RYsz63vS+Vg7gLqHHhxCZxqc+zkBeLj418ZiGzduhVHR0cdjZjisGXLFlJTU/Hy8uL+I38SHkXy2dyiI3CJREazpleQyQyRy02LHPNKeHnC+XMkJyfj7e2Ng4NDkfyTiIgIDAwMdPgqIJbACpbJSlJ3fRPUqFHjrZLSJBIJg50Ld5+UG8xdoHFh7Y93AX9/fwIDA7GwsKBJkyZlMvF7I0gkULN4gb2ngYsICxNT+g72PahW7Rfta9U+cKbaB2/mB/VLsNiQ8CQ9i0y1BkPZu3GQfh1I08XfnJ6LE3rtxpG98RGkPUaIjESir49UXx+Jvj6S3ExGZmIsZoB5KQOWpASxS04iA68GDjy5GkVKbCaxL1JwqfJ6N0WpTIa1c9FdppqMDJ7UrUe7oWM50fAD9k4dTfWF3yH58nOezFnMM7eudIjfhknqDYiEpZnpoC/waY01hMu3cu3RHUatnUmNCjbU3L8ftzq+7Nu3jytXrjBy5EidBhaAKf17c/u26IVkHP6Mv3/8DgAhUez4ydPoyszM1Oq45HFbqlatyuLFiwGYP38+P/74IyByDAH0LCwxcPfApIIbaSHBmD19SMc69UhLURKV+AL/h+L9yruyD7Vq1UIul5OTk0P/2f2ZaTGTZs7NqGNXhwcPRI5ay5YtCQgIeGWmqaB1z5vifcBSjkhJuad9rFa/HQnu14J1JRhyCNKiRcMriQTm5q/2tj3piEKh0OmeeRllNVmcN28eLi4u1KolZkpMKpZ8MdHXL7yyS0m5R1z8WSQSGZmZIZgYe6NQtMHRMZ+gWvXxI1QqFbsbNdJROu3Xrx+//vorJ06coF27duTkpPMi5Cr79/9N69atC72HFy9esGHDBnx9fbGwsGDfvn2MGTOmkLrrrZR0ziek0tbajOqm5dO2/P8jYhYvIf43sSXXdeMGjHOVsc+ePUurVq2K3Gf48OG4uLiQlJRU7BiAESNGlLqD7U2RnHJXG6wAaITyNxMN+KAGPwRFIpXwrwYrmff9Sb90CYlCjvXw4UUPss5dmQdfgHWt0Acy0xUEt3ppkSOTIdXXxyInk2w59DsxCD2ZHnoyPfRl+uJjqfhYIVOI26R6pPmn4kpHBDU8uSpmDqo0csCxsgUA6UnZXNobiGs1KyztjbFzNy2xHJTXaVnUGHVSEkEfdgdgxsZVzNgoquiZtmiBVE+PpAeGxAdq2Bdkx2DbGzr7SlAjTZfgbGaPq40p98OjuPxsL5Ldf2NjY0PPnj3x9PSkbdu2tG/fHmtray5fPs/G3fswNpYgl0nwtLOmUe+Pubp3O6cePcPezIRt27Zx8+pVUjIyiImJQaPRML7JIOxNbXBycqJXr17s27ePn376ib1795GSmEpcouiGPf2TOcytVYm9i3+mT58+3Px2OlsunCQ2MJNHYTcRED+LOdO/w9TUlM5dOnNg/wFiL8Uye8xsjLyNsH1uS2xsLHXr1sXJyQk9PT3++uuvQp/dzJkzSU1N5ddffy3WFft1IBFe1Rv7P4CUlBTMzc1JTk7WpsH+DahUSTx9uhAkEhwcemBlWbTSYqBfDDK5BPcaNkikEmKCg4h8+gSfD1qheFf6NrkBS5pSwH5pDq3btClSqyUPc+bMYd68edy8ebNE36KoqCiaNm2KSqXiq6++Ij4+HmdnZ4YPH14qQmkeIiL38OjRtMLzmB2FILjRrl1vXFzcCimd5unzREdHU6dOHdLS0pgyZQrRMcs5dDCV2FgN1675aQOpPHVXY2NjTExMiI2N5e7du1SpUoVz584VysQ4nLkDwId2FvxWzb3U7+c9dBEyciTp5y8A4LhgARa9RYJpXsAyceJEGjRoQEpKirbzoHLlyhgZGeHj46MlWBfE0aNH2bp1K7t27dJaDvTp06fIDra0tLRSdbAVRFZgInG/i146pq0qINGTorFOxy+uKwDWVs2pVm0pCsVbKMX9B1CwM8h9x3YMX/ahykNqNDw6BIenoMmBrCQFGpUUQS1BowbBowNC5U5osrMJjHrInykn8Og9CKVaiVKtJFudjUqtIludjVKj1Nme9uQhJpmwJScMtWCKpP4wDD7M50w+uRbFyQ263VZ9p9fHroiOOoCWP50hOD4DhUzC9s8aUd89f2EV8+uvxK/W1baxmzYN03btEJTZBHbpxgOfYcTa1sFR8YBe1jO149LVrUhUfYFpmwr4hR/j9pGD1OvSAxOf2hw6JBLzExIS8Pf35/79+6SmpuLkZEjrNlL69DFHopHhv9GbKdsPcPfEEebNmc3Fh0+IT8sQgyyJBBcXF4Z5dmdEA3GhadTAHtMPKzJmzBg2btyIWi3aryhkevRtNpEmVTrh5GmBk6cFn0zqTGBwvmu5RCJFEDR81P0Tdv79JyB6g9WuXxu1oAYpaDI1SCQSjAyNePLkidaIscjPtWVL4uLidEwgi0NZ7t/vA5Z/AStHnyYn+x4KxUOUGbGoVfmcks+3/oVMXnx3TFlwLfIae5/uZbrvdCwNXuKPXPoVgC03Ehg0eR7bt2+nf//+xR7L09MTmUzG48ePAbGrSKlU4urqSqVKlZBIJCQnJ9OyZUtCQkK4cOGCjq9LWREWtkXbNQSiHkJ4+DbOnE7jyJFUXryQkJysxNTUlHr16jFhwgQtQS0PQUFBfPnll5w6dQqlMp2qVRXMmPEJffqs045JTEykQ4cOPHr0iMzMTExNTfnss8+YNWtWoWAF8gOWjxwsWVb11a3I71E0BJWK9KvXEHJUGDduLEqskx+w7N69Gy8vL60+iJmZGRYWFoSEiOJlAwYMKJQhadu2LTdu3CA6OlpLCr98+TL169fXKR89ffqUGjVq0KdPn1d2sBVE1BI/cqIzCm3PNopAbZmM+8CP0bN6zZLm/wAKBiyVz59DUZIxbchV+KNoHScArD3BrQl0/llsXS/jHKr2z+dLoGcC/beCiQMZBh5smHpRZ5/uk+vg4l2YP3crJJFeq/L9hn7uW4s+9Vy0z9OvXiVkaMmdqhqJFONd55DJpbh4miAJOIIyNgeVfkMMfOyQmem+N0EQ2LVrF0+fPqVChQoMHDgQeW55LCsrkqvXOmJiUoUXl5UEXyxsaQJQvVU7OowWeTr31t3B6plYJguSarjTxomO1R2wzpGw47vr2n3qdnDj1rF8DRa1Oodjt7dx9clRUrMTcHNzY9y4cYUESk9dPsW4KeMIvheMRCqhecvmrFiy4pXaVO8DlhLwvxawPLkWxaHFxbuIvqo1trTIc0IFuDPojtbuvSA6derExYsXiY6O1pKpXsa1a9do1KgR8+bNY9asWQiCoNMJNmHCBK3PhZ+fHydPnizUNv06iI45jL9/0bwXH59fcHTo8cbnAFEROE8lskaNGvTu3bvYsU/Ts3iakUU9M2Ps9csnsPy/grQLFwj/8issB3yM7cSJr+WyXTBguXv3LhKJRJuZmzNnDj/++KO21Xzo0KFaknhkZCQuLi4MHjyYDRs2vPI8eVlCPz+/Us8tbvNDsh7GY9LUSdTA0QhostUk/ZXfSu70bROk+m+vK6o8IAgC6vh4BLUa1GoURZG9BQGCL0JGPFTrIW5SKsl+Hox+5UpISqvvk6PUFf57Gc0mQ9u5pZ67NmA5t0dUO941BAJP5A/4JpqQp+kcXHYXt+rWdBlXs9jvYb3vThCfnp+pm9e9GoMbu2ufC4JA6rHjpF+6iPWo0eTExpBy8CBpZ88hqNW4/LoUg1q13oqbfEJEGBEBjzm2eql2W+UGjegycSry3OD767332HEjFBsk6AMJCGQCVRxMGZ5pSMyLXFVsCVDCXb5RDw/qdXQv9/dQWpTl/v2ew/KOoVGrdYKVAfN/wdatIlK5jCUfi/XSlLgYzGxKZusLgsDTjGyis1U0MDfGoIja9l8f/kXPAz0ZWHUg0vt7wcAUKjQURb8MLYlNSuPkyZN8/PHHxQYrgNaAK6/lWSKRMHbsWK5fv46Hhwfm5ub07t27kMnim8LerjPRNgdISLyClVUTDPSdkMoMcLD/sFy7sGrXrk3t4tLbL8HT2ABP45LLdmO3+nHyUQzKHA1u1kacnNICRRm5B8H3bvPo/Gl8mrfBtUYtwh7eJzMtFUMTUypUq1mmY70LCBoNoZ+NBCB+9Rqshw9HVoqW8DzV5ZeRV9KRSqW4urrSrl07Zs+ezeXLl7l79y5JSUksX76cRo0asXbtWnbv3l3qDjZBEIiOjqZatbJ1MuUFIhn347Doll+Xz36WROY9UaYh5eQLzDtXfCs3sdIgVZnKrie76FyxM6GpoXx24jOaOTfjlxa/YCAXv7cJ69cT83M+Mdhx4UIsevXMP0hSKGzqBom5rchnvEFQI+n8Ewberybc60CuB5Mfwq1NYpkoJldUsEJDQAK1S2/xURCaR0eRtvwCGo+FwBMIAihTZUhCI3B2tWPMqlaQqZsNU2WrUedo0DeUk63WaIOVoU3c6VTdAd+XeHYSiQSzjh0w6yhmivRcnDGqUwdmv9aUywQrJxesnFxw8KjMvVPHaP7JMOQK3QWSWiNGIXEvRSPTO1elibsV906HcvXvIJ1gxaepI1bOJoQ9TiQ49zvr07To7sSDzw4il8oLGdD+m3ifYXnH+KVfV53n/eYuwr6SJ7ePHOTCto0AOFT2YuCCxSUep+PNAO6k5v8gj9bzorZZEUFHVjKsaCASbl/CCpsFTJgwgaNHj9KhQ9HpW7VajZOTA7a22az9rS4aTSaCoKFB/X0YGorM+s8//5xff/2Vbt26FUncfZVn0f81uH/9j87zu3PaY25YtmxMwe9Jxdr1eH4nPxMwavUmTKysi9rtlRAEASEjA0EAqZEhkjLwil6F1LNnSdyyFZNWLbEqReAAovjUs2f5SqIBAQEcPXqUu3fvYm9vz9ixY/npp59ISUnB3t5eaw1ib29P5cqVCQ0NZc6cOQwZMoSIiAjCwsJeyZXasmULgwYNYv369QwbVjrdE0EQCJ+eX2qwGV4dNAJSUz0y7sSSdj5M+5qeqym2o2ohkb1G0CIIcOwbyIgTSyb1hpZp9/Nh5xl3qugurisfX8FEz6SQSq2Rry9umwsEjYemwM1cOXkXX4i6DzmZ0H2l6Iz8JihA9mfEKXApXmupKMQMa0L8ZVH/w7yOLdKMELLipWTG5Vu1yB0dUdjZkXlX7Hrxun6NlAwZ2+Ze0zlWppMBH4+vhbPV6zsLl4XUvWvXLhYvXszjx4+RyWRUr16dqVOn0qVLF+2YuXPn6mSvX8bFixe1nYtxadmsuxCEkUKOt4MJlWxNcLY0xEgvPw+RmarkyJr7RD4Tu4w+ntMQK0fx/R47XBuZXgaWVvXx9v4WkwJWD4IgUHOzuDA62OMgSdlJVLWuir6s/C1x3peE/sNY/PGHCLm988XhgwFD8e1eWO+hIBpffcjzzPx0ZrEBSwkp2caHPQl6EUpERESxtgrHjh2jY8eOjBtvTc+e5tjadiQ29ij16u7UCru1bNmSc+fOFTvX/wNfsTIhL2CpVcECBzN9Vg2sh0xatptXVloaK4cXzylq/eko/M+epHHvj6ncoFGx415G6KjRpOX+X8mdHPE8fbp080lPIz40BEcvb6RFlBbLExcvXuSDDz5gwYIFzJgxg8DAQKpWrYparebKlStkZ2djampK7dq1kUgkBAQE4O3tzeTJk7VtnQA8Ow0PD0DsY7DxhPbzeRwcScOGDalWrRoXLlwotZ1I0uEgrYdTni9QcZCZ6+PwZb3XE8xLjYZfCtzovokqUqCvOEw7P43Dzw8DMK/JPPRkenx94WsAPqn6CV81+Iqgjp1QvRC5QDbjx2M1dCgyk9yb9oEJcCtXxHHaCzC0gAd/w+4hMPQwuJfc5p+dHcPFS2KG1UDfCUfHPri7j0EqzeVyaNSw0EnM8ubhs9PgXDyR/2UE1K+DOk3cX99GjiZbiUYpoM4u+vNOtPDkdu3Piz3eR980wLbC63GP+vTuzaWzx+nb1JOaFW2JyjZkxd9XC5G6ly9fzsSJE+nSpQtdu3YlKyuLjRs3cvfuXfbu3UuvXiLp/N69e9y7d6/QeWbMmEFaWhpRUVHl1s5/6rRu946v7z+YmlRh+oXpHAoqTEvoUbkH3zX9rlzOXRDvA5b/OASNhsUfiwRRfSNjsjPyL35vsnouFnOL6FpoMgHafqvjzVIcCn6xZTIj1OoMnYClIB4/mUN4uEhktLPrTI3qy4s97pHYJD71D9Y+b2Fpys7a5dcC97+OwJvX2P/Tqy8QTt4+fDzvx1Ids+Dq2nbSRGzGjHnlPsF3/Nj7vUiANjK3YNAPyzCxLB8hqKIwduxY1qxZQ1BQEO7u7mg0GkxMTMjOzkapVCIIAkqlUlvGLLaDbfvH8OSw9mlUmoamm3JQGVhx9dqNMgn1pZ4PI/mwrlqr7cgaJB14hioqA8u+XghKNVJDOYY1bZGUMUDVYkMXeFGANDotGAyLFlx8GQefHWTGRVFIsYN7B35u8TMAw44N40aU2HZ7qOch3MzcROl8QRDl9AtiaQ1IynVltvGC7qvg+Tk4/R188UR0Qy4BaWlPuHa9s862BvX/wszspTJmUigsze3QGnYcXBtSHFIT4ji4ZBFWjs60HTGOqC+/IvW4qHDsvHQpZh07EP/HBmJ+LPo38Mh7AJGOuoGWg4cZUUEp2ufj1pSx1JWLy8ONqe8kQ69ANu3pwJuFSN1eXl5YWFhw7do1bbkwJSUFZ2dnWrduzf79+4s8PkBoaChubm6MGDGC33KlAMoDanUmZ8/ld8lVqjQVd7dROtxHgJ+a/8RX50Wfp/tDdL0EywPvOSz/cUikUkat2Uzk08d4+jYh+N5tjq5agm/3vuUfrBSFbsug3pBSD69dayOhYZswNHQFBKQSBaamRXcA5QUrAMnJt0s8bkUj3fSi4nUv8v8ysrOjycoKx9DQDT294v//orJV6EklWClK97O7feSA9rFXw6YEXLtU5DhbV/dij7FydH4GpVpzZ5ocPUJ20HP0vTzRc3Epdj8QA+szm9dx+0h+u3tGchL7f55Pj69mYWxRuhtpWVCU6vLDhw+1RNvhw4ezfft2lEolNWrU4Ndff2Xbtm14e3sXbrev1ksbsCTrOdFpawBJ6QIXPkrGKewfcNJVaS0Jps1dMG3uQvbzZNKuRqJwMEbfwwL7z0ufGSgVCgYrVT8EA4tS7ZauStcGKwAja47UPv6jwx9s8N/AYr/FzL86n1VtVqEorhNx3HXYMxye/CMaTq7PNUnVMwH9V2chTEy8adnCH1VOMinJcWg0oFBUQqPR6JbqLCrAXLFMkZOTw/xcdXSpVIpGo2H48OFaP5y7x48QGfCYyIDHNGvojnPtpyTLLIk6Hk/cmjWYdeygLf+8jGw980LBSuOelUiMztAJWF4XTWp45Ad4AB98UaQtSUpKCl5eXjrcJjMzM0xMTDA0LDmDtn37dgRBKBU/qyyQyQxp0/oZmZnhJCVdx9a2HSAGJUOPDsUvWixD5wUr/wW8D1j+JZhYWuHpK3rwuNesw+g1m1+xxxugzwbRtM6zPVhVBL2y1WytrT/A2rp0jrutWwWSmnqfjIzn2NiUvGqpYmzIg6bViVGqyBEEqpmUPvX9X0F2diwXL+V7KRXn7BqapaTBFVEfIqpV7VIdu3b7LoT4ixfil4MVW3cPBv+wrExzTYhIQ8/dG70S7BcKIi4sRCdYyUNUYABrRg1iyvYD5cqBAbEE+bLq8tOnT7WPL126pHXpXrhwIe3btycnJ4d5M6eJ5c+8FtmcbNgnktuzcgS6HdEnIMWAkx+Dj60M/DaBb+kDljzoVzRHv2LZdVZSlCnserKLNGUa4+uMRy4t5tL7RYDIGXGpV+rMCkBwcrD28ed1P8fD3EP7/E7MHaIzRA7b1cirxGbG4mRSTHZJYQjNPoeEZ9BiKth4i+rYFhW01w1BELgfd59dT3bhbOrMmFq6Wbrk5EyWLVtTxMFFmJubY2JiUqQSdZ7UfNj6QTgaRyL36UYFhzqcrFofM4nApYPrqcUTHMzjSLKwwTCX4O/47VwsevUk++lT5A6ORHz5JQD6yuRC57jyl+5vtOcXb+Dy/fl9CLkGz89Dw5FgYF4kqbtly5bs2bOH5cuX061bN7Kysli+fDnJyclaK4HsFykkHQoSeUy5gY3cyoCtW7dSoUIFrS9fecPQ0BlDw54623744Afuxd3j+2vfE5sZy4Q6ExhYtXwDptfB+4CljEg68py0cyLBznlhs9dP/b5LVH9919eULBUmuSQu6Svea2qOmjS1GiuT6oVTwMXAWk+Otd7/7tfw4qXS8UfsX+M9ejZsQoPufbixfw8gZlmqt26PvpERDpVKp9LafkQ1bhx6jkQqwdWn9Nm7J1cucGipKOltaGbO2HVbCX/yiB2z81dbJQUrcZlxmOqZvpKkJ2gETmx4yNMb0bjXtOH3Y+sLqS4/fCgGehKJhNOnT2tX3k3c3amaaxPR7dE61LPXIKvWHtrNI3PncCI0jjgJ0fTfk8aVwPvs37uTxrdzFVrH6Gp1vG1MOz+Ni+HiOeOz4ovnApjai39lgFqjpv8/+XynShaVtAHRb/d+Y/lt3bKsjeErrBsq+MK4a0W+9HK5AGDVnVUc7HEQd3N3wsLC+P3337WvVa9enUePHmlFzACSk5NJTtYNJNzd3Rk0aBBBQUGc3fozjbkN6SAEnkSVeBzoRYog4Qr1EZDQkfNkJihw/EjsJpNZWGDSogUmLVoQOWuWzrH7et4hbcw4riSlUj9WIOZxIjVauhD1PJmUuCwcK7+h0J9rQ52S1tatWwkPD2fevHnabcuWLSMuLk5Hwt7GxoZTp05puypTz4aiCk3FsKYNUgM5GXdi8b8lclqmTp36TjvP7I3taWfcjubOzYnPjGfZnWX8fv93JtUtm09TeeN/907xLyHPih0QI2H+pYDFbxPc2wVDDkI5r3Lz0HbxOQJj8i0G+jeowKLeRQciKTlqvC7k1zdLm0V411AqlRw+fJjU1FQsLS3p2LEjcrmctLQ0fv75Z+24qVOnltjqnYckLDAn6ZXfAj2plNAWtZCX8evywcdDtAFLYnQkFWuXrQThWd8ez/pldz3PSMm/oQz64Vey0tOIfhag3dZz2pyidgMgPjOeVrtE6fyiat4atYa0pGykUinKzBye3sj1yvEL5cDBA1iYW7JmzRrs7Ox4+PAhq1evBqBBgwbaYAVAOWo0MkFALpGg729HgD8YXbiJ3dVmVDUWu14qn57MqSdJdGtajYQ7R9hyTwkW7pDLLXhXHWyjao7SBiy1bEtn7FlavKyvNOH0BAzlhqxtt1YbrGzutBmFVEEF0wroycrfg+lQ0CHG1xmPtXV+UGxlZUWfPn0K6TaBGKBYWVmRkpJChw4dsLUVGwM8PT2x79IK/tkBgOTDZVTeMxxJuoY63m7cehJKQLw7NU1r4n1rJtKXyimZ9/1J2r1HZ9sfXfuwtIB54YT6dnxgb4SFfflbazx+/Jhx48bRuHFjhgzJL7sbGRnh7e2Ni4sLXbt2JTU1lSVLltCrVy8uXLhA5cqVycq9t2Tej0NuZ4SgVPPXQ1FjprhykComg6xH8ei5maFXwRRJGeQTPr77jDMJqUx2s2eah2Oh1wMSA+h9QFeTqpdnLyqYFu279C7wPmApI+wm1kGdmI1ET1qmL0cewhIz8A9PxspYn3pulmXuHtHiYK7R1MO/RH+gt4A53XwYtD5fLXHHjVC+6uCNtYm4alZqNEx4FML+mCRmvvSFFwThra8IUhPiOLzsZwxMTBEEDdVatqVyvYYlrvzv37/PnTt3tM/d3NyoUaOGTtkBID09/ZUBS4ebT7grEds//zKcRq2axafB4fU4OgU/w9jgoDLv/7qo06Erp/8Q389vY4YWet3MpngxMLUgrqZdTV0LvSYIAqvHnS1yP6XTMwRBg0yjz+LFi0lJScHW1paWLVty7NgxXGQykTScqwx6JSMdFWAAGFZxQ4gLJiNWn9RIfci1tAlKFm/mBy894OClXA0QHsOGQUDpApbkAwfIiU/AvFtX5DbFZycyMzM5ePAgSqUSY2NjPvzwQ20XUm272m+FsJiHPGHIoKQguu/vTmZOJoOPDNa+bqIwwdOyZHXS0uD+kPs8TnhMWGoY31//npiMGIzkRoyoIZbfDA0NmZvLR8mDRCJh2rRpHD9+XGvsFxwcTHBwMIMHD9YGK3k4+ESF9va8qRsAAlJuPQkFoEJIKNKGvtpgRRAEMm/f4UWuTtTLWBqR7xatevyAtat/YtuDO+XShpyHZ8+e8eWXX3LgwAE0Gg2RkZHMnj2bBQsWAKKukFwu17E/6d69O56ennzzzTfs3LkT5++aoopKRxWWhjIiDYmhjAPrTlG9enVq1iy8UNQo1UQv1hU+tJ9SD4Vd6QKxM7lGkpHZRSvqelrofl98rH1wMCqZdP228T5gKSMkEglyq9f3+5my6y7Xn+f/gC5Oa4WL5WtE+u3mwYO/wLvzq8e+Jj7wtOXitFaM33abO6FJAPxzP1KrBpmgUrM/Rtw+PyhSu99AR6vXDlZKG+gkRobzx+ejdLY9u3mNTxb9in3F4juNHB3FwEoikSAIAia54mZ5BE8PDw+8vb11VorFYYizDVMeh9LF1pzG1Y+9cvzrYvCPyzm7eR2V6hXfSfE20HHsZC7u2ExaQjwAtdp1xs7dgxptOpT4f2RnZFfszVkQQM9AhjJLXei1PzdtQV9hyMXTV/Gul7+KS01NxdramrDgYDAzx2HmNyAI9BYENsybR0xyMi4btiO3tCSgThUkFq5UlzzHX6jI9G+m89ngwaBMh4VOxMvNqdZUJDM3MCsdlytiquhplXnrFi7Li+cNPX78WFu+AmjVqhUWFhalOsebIi/Lkq3OLvL1qPSocglYAKpYVaGKVRXaurVFqVaWKmNjaGhIt27diIqKIjIy/1qxefNmRo8ejYND/o0wKjqGHxiNoSIYw9o+6NmZUkOloKJhI1ISUzH7ez+JT55gVLcugiqHiK90SaHWI4ajfPGC1BOiB9XfX37G0v7DuOPtQ/CODUie+NPjo490vKXq1q3L1atXqeZdFWVoKqu2/s6U2V/RpUsXFi1apG1D7tq1q04bMohK2S1atECpVGJgYMC0adPIyckhNFQMsIKCgjh69GihDh8rKyuaNWvGpUsiP00ilaDnZIKekwnGiO39oQmRjP2qsAsyQNz6wrL3eQGMw1f1kVuXzAkMbl6TwIwsPPSlsK41hPuBiT10WQxVuyKRSLg3+B47nuxAT6pHb6+3szAuC94HLGWAJiMDiaHhG2UOZnf1oevy/Pp5nlphmdF0kvj3luFiacTf45qSo9aQoxEwUMiY+OgFu6ISi91na2QC413tC3UBlYQH8Q/of0isw69ovYIWFVqUOP781sLy67ZuFbGpUHhVXxBOTk6FVoAAlpaWRW4vCQMcrRng+Pa7umzdKtJ31kI0mhzS0wORyYyRy02Qy9+ub021Fm2o1qINWelpyBV6Wknw14ZGjfT7CnxmkQ4zY0CujybSn9XfxpCamcTj8Ft0ruKC58PJ4DIP7MVONFNTUzq2acPho0eJ7d4djwYNELKzeXD/PtcDAxk5YgSq0FCUQUEIGpBYubN3znAyM1KxsMpVjNYzhrnJWH6f//1oYF66gMVxwQJS/jmEec+eJY6zshJbvW1tbXFycirkRXXr1i3mzp3LxYsXycrKwsPDg5EjR2o5DQWRlJSEl5cXsbGx7N69mz59dHWZ/Pz8+Oabb7h8+TKCINC4cWN+/PFHYixitGNWtF5BaGooycpkatvVLnSOjIwMfvzxRypWrEjv3r0xNDQsUpdGk5VF2pkzCCoVSCTIrKwwyRUvK0t5SSqVMmrUKO25f/rpJwRB4N69e9ja2iKTyRAEAQMDA87Kgnhs+RjiHoIoyMqatnVp5l6Hp1miBkv455MLncNl1UpMW+uS/Z+2bs2c9cuQGhkRv2J5IW+pfv36UaNGDWb3m8KybiL/Zflvv9KgQQMOHjyovd4PGzYMZ2dnNm3apA1Y8tSVBUFAKpWye/duWrVqpdP5Ex0tljwL8nh+CIpkyYtoMmMS0WQX7fC9detWJBKJVmH8ZdgMr070LzdBIkGiJyUnJlP7WvrNaMw7uBe5Xx4MZFLRcT7wpBisgCgw+vgfqCoKV0okEj6u8nGJx3mXeB+wlBJB3bqR/VT0DPG8dBF5KVbgRaG6szn357YnO0eDpZFemUpCmowMnjZvgXHjRjguWIDsHWrOyGVS5DKIV+YUGaxUMTZgtY8brW6IDqCNrz1iRy0PWlqVbo52hvlWBMWtEguiWf/BBN64qrOt6+fTys048r+I5GQ/bt3Ov3j5NjiAqWnZ5OVfBwbGr5bYfyWSw2FJgVb4+XagMEaqSgf+4tazs2g0asbXiUX67AQENNYGLABTKlTglERKn3W/88mevQBsSUzEHPjoxEmCz+YJF0qQGuqhb2CIvkHhFaY0O5mvgv/gobEHk4zMADeo1FrblVEULHr30rpJlwQ3N7dig97jx4/TrVs36tSpw6xZszAxMeHZs2eEhYUVOX727NlkZBQ2WgQx8GnWrBkVKlRgzpw5aDQaVq1aRYsWLWiyqAnkJmy9LL1KDPzzbqDPnz/X8rdenn9Ak6aoExJe3hWv69fe6PqT57r94MEDLl++jLOzMy4uLlzwv8Aak/zS6h/t/2DYcVGN2P1hPE8nNNE5jvmUyRxKSSEzJIRGV66SfulyoYDF/c8/ST11GtM2rfEuwmHY09OTaj4+BEaI5oByOyPSJdn42NkV24ack5RN1KLrnHp2hYcPHyKTyRgwYACXLl3i6tWr2NraMnbsWGQyGZUrV0YqlbJz505GjRqFRCJBTypBHRtN6l0/LIvgpalUKnbv3k2zZs1wdS16ESbVk+E4XTfrKggCOdEZyMpSBajwUuOAbekI/f8G3gcspYSBTzVtwJJ2/gIWPXu89rFMDRS8ztpYk5WFJi2N1BMnMe/Zs9AP813ASiHDxUBBWJZY9/yjujuJKjX1zY3xNjbgYbPqTHoUwon4FPrfDSo1+dbWyJZrA66RqkzF3vjVJFFrF1etSaQ6R4UqKxuDUnjX/C9DX19Mm1tbNSc+4TzZytjX+h69cwgC7CiwSjRzhpRwUImCieMcerLln3TsjCW0rW4PXX4UNVQK4IPFS9hvasrCCxf4zd8fiVpNQwtzZrVogd0DsQzjMO9bjB/OQ6E4Bfd2Q82+uvPIFgnkX7zIlaHPq950WAiNi5azLw+kpKQwePBgunTpwp49e15pHeDv78/q1auZPXs2s2cXNq6ZNWsWhoaGXLlyRVu6/OSTT/Dy8uL5zufYjraliVMTbI1KMB1EzFx9/PHHbN++XbvtZb0Ug2rVSL9wAcsBA9Cv4k3U7FyydTnw0/r27UtgYCDZ2dns3r0bgCDTIChAE/rp5k8A7Om2B6vQLPKUUzQSCf41qhOSlER6RgZYWXGpfTuMO3bA7qX3oHB2xmrwoGLnIQgC0TExVKtVDZdFonxDq+uti21DHtnuE6IWidy+ny+IHVG+vr6cOHGCqKgoJBIJzs7OyOVyxowZg62tLcOGDeP333+nTZs29OrVi7jEJDJXrgJlNqO++LLQnIpq7y8NJBIJCocyWg3om2g1cVCrQPbfXfS9D1hKCceFCzDr2gWJnj6GdWr/K3OQWVpi3rMnOfFxmLylnvxXQSKR0N3OkpUhYup5WAGl2jMNvKlqYsgqHzc8L5SdYGikMMJIUXY+j0yuQGby3/2RlRfkcvFCpMrJvbgIJVs8/GeQkwWRd8TH3X6FWh+DRAbfO2sl2q/89RvUGVTsxVJmYkzbX36h7avOdSMV/pkiarDEB0Kr6fmvPc3lGRlYiEHKxSUQ/xRqF51yLy9s27aN6OhoFixYgFQqJT09HUNDw2IDl0mTJtGzZ08++KBo7aMLFy7QsWNHHZ6Vo6MjLVq04MSJE9w8dFPLzXoVvL29mTBhAvv378fT07PQnEw+aEb6hQsk5hqgalFKgfQclYpDSxfx7KbYJt1t8td4NWqmfT07WzebqpaoqZhckTHdxjD1/FRSlCksbLYQbytvsALPK5cRlEqeh4fz6MABKJCFSlEo2PPPP7RXqWjSRDcTUxJK24YsNTTDrvc8rj41wAMBORLCk8Vyz5UrVwp8NAJhYWGMHTuW0aNHI5FIWL16NbVq1WL9+vVMny5+J30bNGDWrK20atWqyDkpFAqtCeg7Q+7vT5OZiSYrC5mFxb9m5FkU3gcspYREJsOkmAvIO5uDRILT9wvLtE9OXBxR381Hk5aG3VdfYlClyhvPo3oxAm+tbjxhWVVXfihAwL2fmkEN06KDEEEQtCJJhX4UEbch8p54Eyviwp7pH0fquTCs+nu/klz2fwUymSl6ejakpIhicnp6Ja+g/zMoqMVycJL4VxBeHaF+6UwIX4l/puQ/zkoS/1VlwbI6kBohPu+3BSp+AHV0V6/x4aHoGxmjzMzAyqlkFeCy4OTJk5iZmREeHk6PHj0ICAjA2NiYQYMGsWTJEgwM8tP3u3fv5vLlyzx69Ijg4OAij5ednV2kOqqRkRFKpRJ/f38aNSq9v5S1tXWxJpDmvXojt7MHBJBIMW3VEkkZuEy/fqLL+zm4ZJE2MwrQs3dP/tr7F8mKZE47n0Yj0dDfuz+dKnairVtb5BK5zrVBbimK6blbWtIoJgZbW1uePxctE9RqNVlZWdjbl76Nv7RtyM8iYpk1/0di/1rIyoE/YG3pQRf0qObixcXAm3Ts2JEjR45o91+0aBHTp0/n1KlTtG3bFrlczvjx4xk/fnyp5lUw6/WukX7tOiG5n4Vp+/aYtm2Dvrc3Bt7e/9qc8vA+YHkHSFblYCoXyWzSdxitqmJiCGyeX8N+fukSVe7fK+wfUgpEp2ThH57M87h0wpMyGYMCU1sjrCuY0tLKlIZXRZ2DiY9CdPZzNyyaeJudkc6KT/tpnzfu8zHVW7bDzNYOslLgt5biCxnx8MGUQvvHbxHPF/v7fRyn+Zb5/fybyM6OJSDgW6xtWuLkWLLJZUHIZPo0a3qVPL/4S5cuk5p6BDc3t9zXZVSqVAm5/D/2s5ZKxZRz4CnYUqDU4+ILn+wBgzcU7sqD5qXOo2trxL+C6LJYDFZewt8/zefZzXxO1MTNe1Dov343YEE8ffqUnJwcunfvzvDhw/n+++85e/Ysy5cvJykpSXtzyszM5Msvv2Ty5Mm4u7sXG7B4e3tz9epV1Gq1liSrVCq5dk3MYhSlIPu6kJkYY9axaCd3jUYoUUyyOJu6zLRUDE3EYmbN6jW5xz1+vJXvAzSjoWgxoJAWf53S09OjY8eOAIUtGUqJqKgounTpgrm5OXv27NEhHBfVhhxlWo1lY7uSdP5P2nafj/XQapj720MgfPyxLjF1wIABTJ8+ncuXL9O27Svzgv8pqMJCtY9Tjx8XfZtkMiodPYJeAR2kfwP/sSvb/z0EZmTR7Npj7fNvPByZ4FZ2Ia/XgVS/cLAgCEKZpO6eRqfSbsl57XNDhQxnS0OSMpTkaAS61HDkr4gn1JAI3Pc2hgIXsE425tpA7WWkJyXpPL+yZztX9mxn3PodGBgUmLd9yaRSs9a6hLSQYcPIvHMXq6FDsC2i++K/gNt3BpGe/pSY2CNlClggT5dF/IxPnhTbNvNuVCBeaAtKgv/byMzMJDExkbS0NCpWbI5i2DHw3ye25SvKJyBIv36dhE2bsZ04AYNhxxESQ0lY+i0xV3Jw+SAeU+cCZYf02CKP4VjZSydgkZSjI3VaWhoZGRmMHj2aZcvEtuhevXqhVCpZu3Yt8+bNw9PTk0WLFqFSqZgxY0aJxxv62VC+mPgFg4YOYub0mWg0GubPn69tF87zXXqbyHMkBwhc0Al5EZpUEomEVkNHcWbjWp3tiRFhGHpV1Y4ZVGMQlawqMerkKNa2W/tOShDJycl06tSJpKQkLly4oDXCDE3IYMivBzlz9CjDv16EWiNoGyOWfNqcwH0tuX37FpUWiSX5vP1ezurY2YlNBImJxXdT/pcgCAJZ9+6RevYs8b+tA8B+5kzMu3ZBk5lJYKvWZNz0ex+w/F+H/kvljLWhsaUKWLKysli0aBHNmjV77QhdZm6O9y0/VBERIJMht7REWsbWVHtz3ZuKtYkecqmE0S0qseNGKHdCk3gQIVLhjFIyyaxmgWCi4NvKTnzmUnzJwsSyaJ+UlLgYDNw9YE6SWC4qps6fR457GemXxVpyxq2SjRf/TdSru51btz+hkkdhsl1Z4OXlRUBAAL179+bo0aOkp6cTFxdXTrN8fWg0GrZs2UJ4eLgOR6F///5UqdIIXEtfrngVCrpPp506Vej1sAvWePWMRKafu9oPOAotvy40rmHPj1Do63Nm0zoa9xmA/DWykMUhr3xT1Cp87dq1XLlyBYVCwU8//cTKlStL5J9EpEWwwWwDtl1t2bFjB9u3iNmZ+vXrM3XqVBYsWPBK/sr6sFiepGcxraLja9tiOJobEJks8o8yVGrMihHRrNupG3U6dOHo6qUoDAyxdnbBsXLh0kIT5yZvVVivILKysujWrRsBAQGcPHkSHx+xGy09PYjBa48QESbyUv66FcLJGYfZ8GkDWnmLAYhanUNOTo72WPXq1WPdunWFsloREWL58WVRvFfh3v0xxMYex8nxI6pW/f6132NpkJGRIZYXo6OJnDmLLH9/ZFZWGNaogWG9ulj07oXU0BBNRgbIZGgy0t/qfEqD9wHLW0YFAz38GvtQL9f4bqjzK3w8cpFHfrt48SLeJ/XQczHFfnydMp9famSEfuXKZd4vD2YGCpb2q014UibKHA0ZyhzWXXiOrak+J6eI5aYzj2M4/TiGP6++YLCJKU2rOdDJxrzE8peeoRF9vpmPgYkJVs4uZGdkoFGr8xVUJZLX6kSw+/ILNJlZmHUtrEb5X4FCYUlD339ePfAVsLW1JSAggL1792q3VfiXV0AgciyCgoJwdXXF19cXfX19tm7dqnOhL2/YjB1L3KpVhbZLzc2Rzr0NycEiCbdS8Z11dTt3p27n7q88lzo1lYAGvlgOGoTDNyVnQ0BchT948KDEVfjs2bNxdnamZcuW2lJQVFQUALGxsQQHB+Pq6kqHvWJ5xr6PPTadbPit5m+Ym5tTo0YNbWbmZcXWgkhQ5fDNU/Hmujki/rUtNK5Mb0NMShYWRnroyUvuepJIpXQaV7isW1q8SkwyMCaNyORMBq2/jkImwcfJnC3DfTE1KBx0qjKy6dWqK1f8rrBj0Xqtj48gaLh2vTMzG6pI8lbz0UaQPTuMULsT7tYi2T0sLIwLFy7QrFk+abh79+5MmjSJDRs2MHToUO11O89PqV27dqV+n7duDyIx8TIA0TGH33rAcvz4ce7cuYNddDS2CHgNG0aNKZNFpfDcxaImM5PnffqCWk36xUvoV6yIcRkIzeWN9wHLO4CzgR7PmtdAhgSDUsr56+np0cHCF01MFhIk6FX49xpYe9TJ1y7IUqlZd+E5Px97wgn/CCa39aSijRGDG7vx59UX+JqZ8KGdRamO61aztvZxefEFrEeMeLMDRD+A4IugVootfqdyPVA820PfTaBX/v4jr4s2bdrg6+uLIAgIgoBcLi8kVvZvIC+rYmdnR2ZmJv7+oiLn25zby8GK2Wefkv3Jh7jZVEYik4NdFfGvHJCZKy+f+OefGNWpjWmnTiXeUOvVq8eJEycIDw/HuwBxseAqPCQkhMDAQDw8PArtP3bsWPF8iYkMrDqQrY+2AjCw7kCaFei4OXnyJC4uLlQpgVhvXqBEu8jrzYjFdmbF/2aT9uxBUKmwLJBVUqlUhIeHY29vXyRpuCgkJFzm9p3BGBg40bjRKaQv8Vq2XnvBN3/lK76q1AJ3Q5MoqMcpaDQ887tO2CN/Ni07whG/U7St3ITwc0/ZaLAeuYU+ISF/kJqawGcjZ2FuXocOHTtz5HAwrW4s5p8dwaSmprJq1SoyMzO1XT4ADg4OfPPNN8yePZuOHTvSo0cP7t69y7p16/j4449p0KBBqd4noA1WAEyMy0eVuCTkWZTI1GqeeHrxICOdixMn0uLsOWQaDfqelXFcsACDKt6kX75C2pkz6Lm7/6sBi0Qojhn1P4SUlBTMzc1JTk7G7B2Kqb1t5CRmkXkvDoWTMQaepbeaf9sY9MN2LiQW/TmvHFCXLjULG2n9TyA7TWy1LQ5t5hRJAP5fwf474dwNTaa/bwW87N9e8BAVFcWaNflkVyMjI5o1a0bjxo3LnZ+QHRhIwpYtKOztkZqaIWRnc7FiFjNDV2vH/NziZzq4F00cfV0ULEVZDRmMfYGbGIhZAY0mm5SUuwQGqvH1bUr//n3Ztm0HEom4aBkwYAC7d+/mxYsXBAUFFSrn+fv7M2vWLKZOnUrjxo3p0qULimJKVTt37qR///78/PPPfPHFF6+c/9v0+or+/nsSNm0GwOPwYfQ9KpKTk8P8+fO1Y6ZPn45+ERy7glCpkjh/oR6owGKHDAtqo2/mhNTAAMM6dbDs3w/3r//ha/l2RssPckjdCD+NJ91GfUddV/F6mZaYwNrR+Z5Kq85cISi2sBBeHpKT72FmVoMnAT+zYsUiLl6oQGCgqL/VoEEDZs2aVagNWRAEVq5cyfLly3n+/DkODg4MGTKE2bNnF/v/VRRSUx8QGfU3JibeONh3LxSclTfyRAI3ZolBlZkkEzkaJgUfxTQzEZ+QEIScHFCKSrwSQ0MqHT2CogxdWKVBWe7f7zMs/2HILQ0wbVF+7ZXlhUqZT3DVlxKjMUGkgAo0bdqEmtWqUsO5nDo+/g1c+lX3ecMxoo7Holxir+m/a/z1Juiw5DxPolMx1pNx1D+S41NaYKJfup9/VnoaK4f1x61mHXrPmPfKG52trS2jRo1CrVaj0WioUKGCzj6CRiDjbixoBORWBuhXfP3vjH7lyji+pM5aJeEJFAhYNvpvLPeAxbBOHW2mJe38BZ2ARamM48JFXQXSjh1N2bFjNxkZEXToMICzZ8+ye/dupk+fjpOTk5a8WRB5PkQNGjSgR48e2u3nz59n3rx5tG/fHmtra65evcqGDRvo2LEjkyaVzq7jbRJbjRo10gYsehXE69fLnWshISF4epacRZBKxSyMwQMJRldk4KNEI00j8/490q9cwbJ/P45Pbo7+H99CNnSVXcVDPwUf1/zFXVq8bhA4uUtbxm/YWehcYeHbePJkFjdu9sDCwpekpOv06GHOsl/9tAFmcZBIJGVqWS4OpqbV3olydR5GjRrFo0eP2Hc2kxQlpAji532kUj2qyGOJcHbC9UUIUo0GEwMD4ip5ICQkULWcA5ay4H2G5T0AePLkCZcvX6ZVq1ZaI8DioFKpOHr0KFZWVjg5OXH37l1atGiBZTFE2v8pXF8HTw7Ds9NFvz7qAg8SZMydOxc/Pz+ioqK0MuNfffUV3bp10xmu0WhYu3Yta9eu5cmTJxgZGVGrVi2WLFlCrVq1tOMWLFjAtWvXuHbtGjExMcyZM6fM3kbFISQ+g+Y/nQFg0zBfhvxxnc3DfGnuVTpCYPTzZ2z5WrwRDl28GmvnN+PJKENTiVl5R/vcaW5jpAblu3b68tyXHAsWheL0pHoMrDqQ0NRQ6tnX4xOfVzs0vwqCRoMqPJzELVuwGTMGWQGTw9jY49y7PwYAiUSGIKjJyRHYti2Js2cMiYyMxc3NjXHjxvH5558Xe46zZ8/SqlWrQl5Cz549Y+zYsdy6dYvU1FQqVqzIkCFDmDJlio5HDnNzA8FKraHnWjCxozTISEkmMTKC2OAgsjPSyUxLpeWg4aX+bIqDIAgkJycjl8tLLWyXmvSAsEbie8+TZIhZspSUQ4eofErskiPoLGzuDl6doM960TeqAOJCggm+d5sKPjWw9yiezxcXd4bIqL+QShRIpAqsrZphb9/1td5reeFGcAIH7kRgZihHpRYw0ZczukWlV/KGyoIMZQ5zDzxg103RJqK54hkesqKzUB06dNDyfsoL7zMs71Fm5GlBbNy4kTlz5pS4AlMoFDo35ooVK77RudWpSqSGciTl+CN8bdzdnm8E9jJcfMG+Gi9uHyM1NZUhQ4bg5ORERkYGe/fu5cMPP2Tt2rWMHDlSu8uwYcPYunUrgwcPZvz48aSnp3P79m1iYmJ0Dj1z5kwcHByoU6cOx46Vj/OzIAgkpCu5EJjfynvmsXjecwGxpQ5Y7CtWwrtJc4L8rmNi+WZmj4JKQ+pFkfRp2duTxL1P4XUNQEvAT81/0gYsSo2SDQ9Es8yTISfLJWCRSKXoVahQqBR0+XIrMrPytYgEQdSGkcslbPgjBqm09Jfcli1bFqllUqlSpbJ9R56dhtgnpQ5YVn9WWA7eyasKXg2b6myL/e0e2UHJyCz0cZjW4JVZG4lEUsi9OiVLhaABc6Oiyx8mZlWRWVmhTkjgetOmGKhyUMjlyIwLBCXuH8CI06IEQhGt8jau7ti4upc4NwAbm1bY2BRWnf230H3FRe6GJRfabm2ix8CGbq9/4IQg0bpCIgX3Zhi5NWZQFRmBd0KxkaSzYOJgAgMDtd8xFxcXqlevToUKFYrMBL5LvA9Y3gMQHUt37tyJmZkZGo2mSNfW0iD2xXMOLllEk74DqNK0ZMdl0F1tF9eq/E5RMFiZlZtOzkwCk/ybe+fOnencubPObuPHj6devXosXrxYG7Ds2rWLTZs2sW/fPnq+wun3+fPnuLu7ExcXV+ZWyKKQqVRT57vjZKny5fs9bI3ZeDkYACeLsqkDd5009Y3nBJDuF0XmXTGAUifntjyXkoheFkgkEu4Nvsecy3P4K/Avndc0ggbpK9L8r4uCwYqZWW3c3EZiY90SiUTv3UucT34IyjQwtNL5/r4KzfoP5t6pY2g0alSZmWRnpKPQK8w3yQ4Sb6bqpGxyojPK7mED1Jx7XPt422cNaVJJt4tSIpXidfkSfouXYPbbb9rtCWYFOFhSGefOmxAb6o9zRSMa9qhcZvmG/yLyghW5VIJGELRx/abLwa8XsKTFQvAFODkHknK/p/U+BbfGeFauTP+aDwkIiGPlypUA1KxZk3bt2v0niPx5eB+wvAcAVatWLbYEkRgVQXxoCBXr1HulG/LFHZtJjAznn2U/YWZrh5NX1WLHZj9PJnbtvfzz/B2IZY/Xb8EuF4y9Bk+PQ8Xm+b42pbjYy2QyKlSowI0bN7TbFi9ejK+vLz179kSj0ZCZmYmxcdEX9VeV4coKuUyiE6wABMXm6yhcCoyjhZctle3erWGkYQ1bko8GI2SpSTkZgszKAIni7QQPEomEb5t8S3RGNJcjxA6MkTVHFhmsrLu3jsj0SHp59kImkWFrZIuNYekkCAqidasAwsN3YGLijYVF/TLtG5CeRfPrj+lma8G66u5lPnchmJdAIC8BDXt+RMOeH71ynGnrCqSeDsXAxxqZZdEdQynKFLY/2k4Xjy64mJbMx1t/4XmhgCUP9aZMJnbQJxw/fpzAJ0+oUqUKBQsT/ufFrF308xSeHb3NJ3+UzTSwrEhISCA6OhonJyfi4+OpWLFiuQekwYu66JCj+6y+zM0XiXjYvOZv9ueXrq2eHURPLcDAwICPPvqI7OxsXrx4gbm5eZksDt4V3gcs71EskqIiuX/mMxXNtAABAABJREFUONf/Fp1UZQojKlT3pevEsegbFd3e23Xy1ywb1BsAI/OSOS0KR92bd3nzGF4LZWh/TU9PJzMzk+TkZA4cOMCRI0fo10+0G0hJSeH69euMHTuWGTNmsHz58ly114osWrSID6tXJ3H7dqwGD0a/CPLhzZs32bRpE3379sWomM+6JFx8qks23D+uKY8iU/h6nyjOdfpxDPXcLKls924DRJmxAue5TcgOSSH1bBiW3SshKUHe/U0hkUhY224t0enRhKSGUNu2dpHjlt0WFWh3B4jfdSsDK871O/ca55Ph4vJ6N8vH6aIQ28HYpNfa/13DvL075u3dSxzT7a9uJGQlsPruag70OICrma4ydb/6Fdh5U5SCfx5fsjCZra0tAwcORK1Wl+h47ej1ZmXL0iBPsTgP9evXp2vX8ue7FAyC+tZ3QaUR+KFPzWLHZ6gyiMuMQyqR4mTipBucG9vmKz3X+hi6LQO5biZKX1+/RB2ffxvvSbf/YdyKvoWpnimelm+/J/9lZKQkF1nLBjAyt2DMb1vK7Vxvs8XybWL06NGsXSvKjkulUnr16sVvv/2GpaUlt2/fpm7dulhbWyOXy5kzZw7m5ub8+uuv3LhxgzXOznxgLK6UvO/cRpprgJdXEmrRogUtW7akTZs2xbr2loRRf97k2INoJrSuzBftC2h/JGXSZJFIKH78XUcMFOUnQV8ckmOiiQl+hr6RMa7Va716h38BNTbV0HnewqUFK9qseOfzOJeQioVCRq1iDEPfNgRBjSBokEoVCILmlR0yJeFB/AP6H+qvfe5u5s7Bngd1xsSkZOG7UFQoXvxRLXrVfb2uSFW2muf3YrGtYIrla5SmyoIDBw5w69YtnW316tUrRLj/NzDkyBBuxYhzm1BnAiNr5vPp2DMc/PdA7/VQo2yWIG8T70m3/yPQCBoWXlvIpfBLhKWJDO1WFVpxJvSMzriSJKsFQSAyPZIZF2dQ164uE+vm++dEp0djaWCJnqzs9VxBk19OGPv7NkBCcmwyW6ePJiM5qczHKwl5wYparUYikZS4evov4fPPP6dPnz5ERESwa9cu1Go1ylzNgrS0NADi4+O5evUqDRuKba4ffvghFStW5Le0NG3Aok5O1gYsBWFmZvZahOYfjj7m2ANRXvxZbBqTd97h5osEFDKpTlnobQUrwXHpJGWqqOlsjkQCv0/I7zCR6+nz6ZI1+YrG/xHcG3yPSxGXSMpOwsfKBw+LwgJu7wItrMqPL5CTmMjTxvkiXxb9+uH47dxix8fEHOO+/1hAgqGhG1lZYTT0/Qdj45KzcDdu3GDTpk2cOXOG4OBgrK2tadSoEfPnz2dlm5VEpUdxKOgQsusyWixtwePHj0lKSsLJyYmWLVvy6/BJmNk60dTVimXD1qJWPsCnxSCqtHFk4Q/fcejQIeLj43FwcKBNmzasX7++0BwU+jK8Grwb2YGXgxUQMyz/BeQFKwDLby+nonlF2rnlqu12WAAtp4PNv1x2fwO8z7D8ixh0eBB3Yu+8ctzqtqtp5tysyNe+v/Y92x5v0z63MbRBX6aPqZ4pjxPyTRfbu7Xnh+Y/IC9Fl4JGrWbJgJIlyn0+aEWn8YUFqnISs4j6IZ/HYfWxN0a1Xt2dEBgYyJYtYtZm1KhRODr+74nPtW/fnqSkJK5du4afnx8NGjSgYsWKBAUF6YwbNmwYW7ZsIfrIEeSCgGkBr6i8DMubtDUXNKYrDh62xpz+ouVrHb8kHLwbwdQtlxgRsgmZsSnq9NRCYzqOnUy1Fm3QqDUkRmdgYmmAvuH7tVN5IWredyRu21bka5XPn0NhV/j3KAgart/oxv9j77zDo6jaNv7bTTY92fRKCoQeEkLvvTcB6QiCiIAiAoogKqA0URGUpojSm4CFXkMnoXcSIJSQENJ722TL+f4YssmSBBK67+d9Xbmyc+bMmbOzuzPPecp9Z2ffpZzHIJJTTpCZeZ369XZgbf0wD02ng/RosPEw0Pjq3bs3J06coE+fPgQEBBAbG8uiRYvIzMzk5MmT1KhRA5AYe7Ozs/H398fOzo67d++ybNkytFotly5dQptqxqavJZK3tDwXlh7bjamFMe+99x4eHh48ePCA06dPs23btud8xSTcvv0DEfeW4O01gooVJ5XY79zZc5zcdoQEuaShFhAQwJtvvlli/5eJYXuHcSa24P47uf5kBlYb+Apn9GT852H5l6CVVysDg+Xt6m+zOnR1kX652twibflo4tHEwGBJzCle/G7fvX1MVU9Fafpkki5ZKTwcoccOUbVpS8oHGkq7y0wMV+0i1zDxsyTkGyuAgWDe6w51Xi456elYKG3p3bs3I0eO5ObNmyWquIJEWa9Wq5HXrYu18vkT7V2f0RETIzmZeRri01WUs7NACFhy+BZhMRm4Kc34okvJydDPAgdLE6w0khenOGMFoEJtiVlz55LLRF5Lxtnbmj6TS09h/h8ej5KMFQD1vXvFGixJSYfJzLyOXG6Ok1N7rG38uXZtHKamTpAWDfOrF3Q2sQIzW0m+wi2Aj0cNY/369QYcMP369cPf3585c+bof9tLitF66tGjB3Xr1mX16tXYxzbCxOYdNDmH2RJ8BG0e7A86SpWaPk99LcqCiHvS/NLSHi+cWjuwFu77NJhWssOuV6UXmoNVVizvsByAsKQwYrJiaOhWvNCoxMSch1z+CqrXngHPZLDMmTOHyZMnM3bsWH788UdAUsL85JNP2LhxI7m5uXTo0IElS5Y8NuN46NChrFq1yqCtQ4cO7Nmz51mm99qjuUdz5p+br98ubKx08OnAnGZzyNPmYaEoOZ7dvFxzTg08xfHo43xyRPJ4VLWvitJUyamYU/p+Z946g5lx6fR6ZDIZH2/YpjdchE7HvAFvGPRx9PTGq0bR5C8jSwXuXzcm924apl7WyEvgV3gUDRs25OTJk9SrVw9X138Ho+zPIwYZhMfSvKRckbS0NKpUqYKrq2sRFVeQNGTMzMyeS7ng+V1bObRqGUpnFwZ/uwBTC0t9qMfGTIFNIQG4wrksLwqNKzpy6oe32bNKQ9ief4rtY2oh5RgkRklhM6Xz66PP9L+AikcOg1aLsasr16sXMKc6ffIxFiVo21hYSCEwnS6Hc+f7IZebYmbqjkJhD7I8w855mdIfwK0DNG48Bh4pI65UqRJ+fn6EhYU9dq751XGpqan0HFCFAyu0JKvrEHZ/Ef2ajuXAz3fYrbnOe/NbYGldtlL8sqJVyzAyMq5iYfH4MKzMWI7b5w0e2+dZkK3Ofuw9vzSo5lCNag4lL0pSUkK4cHEwzs6d8a+x8JnO9TLx1AbLmTNnWLp0KQEBhg+t8ePHs3PnTjZv3oxSqeTDDz/kzTff5MSJE48dr2PHjqxYsUK//SSdif8F+Nr6Mq3RNL4OkQT2OpXvxIeBH+JpXUBlXpoQjoXCgvY+7dlgtYFhe4cZhII+q/8ZA6sOLLMVXdjLIpPLaT/yI/YtXYDSxZV35v382PJmuakR5lXty3S+jh070rFjx2L35d69S254OAp3D8xrvDzq6uKQlJlLbkYK7m6uBsaKVqfj7527MDc318vV9+vXj59++on9+/frVVsTExPZunUrrVu3fi65OmHHDwNSYuvdC2dLxX3zoiGXy+n8znCq16nDhd3bkBsZY2phidxIjnP5isgfcvy8813xYc7/zxBC0HNJMLfiM1kwIJAWlZ0xKuMKvjitFxNvbxzfe6/EYywsfGjT+jb3768lJvZvHB1b4+b6ppR0qzCDr9IgOxn2fi6RK7r6g2dD8OsBPg8/R50Orv0FDy4g6g0nLi4OP7+iv9ekpCS0Wi2RkZFMnz4dkIQ8qzRwxchYzudj/wHAydmZBdsncPPBBSasNKJdu3b8/PPPz50CIB9yuQlKZe0XMnZpMSNkBptubuL9mu/zfs33X5j3w9xc4nGJj99Fbu4UTE1LRyr4yiGeAhkZGaJSpUpi//79okWLFmLs2LFCCCFSU1OFQqEQmzdv1vcNCwsTgAgJCSlxvCFDhoju3bs/zVSEEEKkpaUJQKSlpT31GK8SuZpccSf1jtBoNc88Vp4mT6y8ulLUWFlD7L6zWwghfV5Tp04VHTp0EHZ2dgIQK1asKPb40NBQ0aFDB2FpaSns7OzEoEGDRHx8fJF+Wq1WfPvtt8LHx0eYmpoKf39/sX79+meef7FzqlJV/5fy51+lPi4oMU24HLyg/wvNyH7qOfRfGiK8J+0Q3pN2iMCm7UTr1q3Fxx+OFhPfGyYGd+koKlaoIADxww8/6I+JjY0Vbm5uwtraWkybNk3MmzdPVK5cWZibm4uLFy8ajL969WoxY8YMMXnyZAGIVq1aiRkzZogZM2aIiIiIx87t4Mpfxdy+XUTs7fCnfn/PistRqeLwjXgRlZz1yubwvwCdTqf/nnlP2iHGb7zwTONlX74i0g8cEDqt9vlMUAgh1LlF23KzhJhmo/9b09NMAOL3wZWF2PGxEPcK7v+mpqYCEIBwcHAQCxYs0O9LS8gWLWv0FICwVdqLwMqNxbC2U0TnpiOFzNxCGLl7imFnQoVOp3t+7+c1QUZuhqixsob+71L8pRd2Lp1OKw4EVRAHgiqITSFDX9h5SoOyPL+fysMyevRounTpQtu2bQ0UOM+dO4daraZtoSTCqlWr4uXlRUhICA0bFh9PA0k3w9nZGTs7O1q3bs3MmTNxcCi+nj43N9cgzyE9Pf1p3sZrAxMjE8orn43ePh8KIwVD/IYwxG+Ivi0xMZHp06fj5eVFxRr+nDl2lIk3ooi6/YApvgVUy/fv36d58+YolUpmz55NZmYmc+fO5cqVK5w+fdogRv3FF18wZ84c3nvvPerVq8fWrVsZOFDy5PTv359ngk4HN3aCR12wMUy+tahbp4SDiuLr2w8MtldEJ/JdlafTwQm5k1Qwh6rNkEccZd3mLSQlJWFtbU2dOnX4Yf583nijIHTm4uLC8ePHmTBhAvPnz0etVtOoUSPWrl1roCME8Pvvv3PkSAHvx6FDhzh0SKoWa9q0Kd7eJTNbthryHq2GlLx6flFIycoj5E4SH6wzrJq4Pbtzmb0C/0GCTCbjwMfN+fXoHUJj0uns/+Tk88ScRFptakWgUyBrOq8x2GfuXwOo8XwnaVxM1eH9gkTP674jGP3DYhp5KRjiEwNnfoOUCBj0JwC7d+9GpVIRFhbG2rVrycoqqFyzcTQnV50jzV1uw7CWXyOXydHI4UQLH9JmTWbzxg28VX4CrR2ercAi+/wF5JaWmFV5PXhHrEysqOFQg2RVMqNqjqKqfen4oJ4GMpmc87K6xKRc4lrsBfqU/Gh+vVBWa2jDhg2iRo0aIicnRwghDDws69atEyYmJkWOqVevnpg4ceJjx9y6dau4fPmy+Pvvv0W1atVEvXr1hEZTvMdh2rRpegu98N/r7GHJjYgQiStWiDs939R7C3TFvL9Ll0eJA0EVRE5O9HM7t0qlEjExMSIsM1vY/7xWAMJm4tfC5eAFsT0uRd/v/fffF+bm5uLevXv6tv379wtALF26VN92//59oVAoxOjRo/VtOp1ONGvWTJQrV67Ez61UUOcarNTyx1YnJQmdWl2mobQ6nd670vRkqIjIVj31tHLyNGL2zlCx/PgdEZn0nxdBCCFmbL9m4A0o/PeqrpE6OUekH44UGSEPRM7NZKHNynsl83iZ6LClg35V/ii0KpVI271HpO3aJbIvvbgVu4i+IMQ0GxHziZWoYCcTnjYyEf2xlfQbnltFiITivX+3bt0SZmZmYuHChfq2hq36CkB0qTtETJ58WMxdd1kkZqqE8/6zAiNjYdaxuwjNyBa3s57u96zT6cSNpk319+G8uLinGudF4GV6jvI0eWLRhUUi5EHJ0Y+XgRfmYYmKimLs2LHs378fs2J4I54WhVfk/v7+BAQE4Ovry+HDh2nTpk2R/pMnT+bjjz/Wb6enp+Pp+WwKsi8atzsUzc/QJCSgeCTBNCFB0tY4EdyMNq1vP5dzm5qa4urqSnGprP6FEtn+/PNPunbtipdXARtl27ZtqVy5Mps2bWLEiBHkZmexZdMm1Go1H3zwgb6fTCbj/fffZ+DAgYSEhNC06VPmJ2QbVjml/7WR9CMncRz9gYEibmkgl8mIbRX4dPN4BGYKIyZ3fjGVNf9WtKvuwm/H7xa773psBp72z5hMq0qHOQ9/15MiwPzJauBpu++Sc9nwO+TySR0UTv+7ib3RmVJi99vV3y6yL+2frcROm6bfrrB9W7HMys8M90DSxt2jU6PapKrVHJvSEveA2hL3x2PyMHx9falVqxbr1q3jww8/BCCjejk4BJGVXbjSwppcEy2378UiMzJCbqNEZKTT6swNAC429sPVVMqnyzgRjTZZhXmAEwo3S+QmxfMMyWQytAkF3xGZonSFAS8CQuhISjqCiYkDNjYBL7ViR2GkYHTgaAA23djEpYRLTKo/CRuT15capEwGy7lz54iPj6d27YLEJK1Wy9GjR1m0aBF79+4lLy+P1NRUA1XOuLi4MlV+VKhQAUdHR27dulWswWJqavqvS8qV29igeyR0dfnePb4eMYLjx4+jUqmoUKECb7/dm4Fv1cTRQVINzcvLY+7cuaxevZqIiAiUSiV169Zl6dKllCsnsUJmZmby/fffc+rUKU6fPk1KSgorVqxg6NChReaxOdCXNsBgdwcWFXqYR0dHEx8fXywBUv369fnnzz/5oZ9EPb35zGUsLCyoVq1akX4AFy5ceHqDxcoF7CtIiqJA9OdSQnLGQ+XQatcfX3VQVkTm5HIsJZNuzrbYGL941tfXAkKAVl28a78MaFDBgVuzOiGXyZDLZQghyMrTkqvW4mAl/T51Oh25ubmYmz9FhUf02YLX51ZC0/FPPMTAWJEBApI3XMflo2dLplRlZnLz5HEUpqYYm5hiaWf3WJ2s4pDPj9PBz4VfBtV5bg+n/b33czv1Ng3cilauFDZWkMkwKiHM/qxQqVR0e+MNbkbGceDAIao3avTkgx4iJyfHIMT/fdd2dF48j0rOOk6YSInpf8WlINRqdGmpyG0LDNfJN++zwr88QidI2y7dMzJPPMCirgv2vUsO9VQ5fw75U0hePG8kJR3h0uXhAM9tgVpWXEu8xoyTMwAoryzPcP/hr2QepUGZDJY2bdpw5Yoh6+o777xD1apVmTRpEp6enigUCoKCgujVS9KTuXHjBpGRkTQqwxf4/v37JCUl/SvJw0pC+c2b9F4WYycnbrwzlF7Nm1OrVi2mTJmClZUVt2/fJjFRRzkPiehHrVbTpUsXgoODee+99wgICCAlJYVTp06RlpamN1gK56jUrFmTw4cPlzgPG2PpI6+rNKSvjomJASj2mjs7OZKZk4NGq8XYyIh0VS72SmWRG27+sQ8ePCgyRqkhN4KPLkBWIpxcgqPSksSlv+l363JykD/Nw68YTL/1gCVR8QB8ciOKg/WqUN3qxZZOvkg8eLCJ23d+wNqqOoGBK0ru+Ht7uH9aet31R6j7zlOf07iQ0rJMJsPK1Bgr04LbSn4VCEi5OIXz254I39bQ+ks4sxxqFfUeFAfTCkq9ijAPKTHVDx6vUVMahJ8JZv8yQ6r+95etw8Km7Dw6e6/FkZWnNbhOzwJXS1dcLZ+8ILTp0gVj+7JV75UGWq2Wfv36ERISwtatW4u912s0GjIyMrCzM/SSnT59mitXrjBwYAG5WetWrXB2dubitr8QHXsje6gUnbN3G+i0mNQpSLjYnSh91jK5DKcPA8k4EInqejImbo+n53/UWEnXaNmfmEYPFzuMXqKXI99YeRW4nHCZ+efmczauYGGQlJP0mCNePcr0i7G2ttazFubD0tISBwcHffu7777Lxx9/jL29PTY2NowZM4ZGjRoZJNxWrVqVb775hp49e5KZmcnXX39Nr169cHV15fbt20ycOJGKFSvSoUOH5/AWXw+YeHtTNSwUmUxGeno6zSpXpkuXLmzZsqXE8tb58+dz5MgRjh8/rvdeFAc3NzdiYmJwdXXl7Nmz1KtXj+vXrzNz5ky8vb3p16+fQcJscbhzZwMAavVdtFoVRkYFIT9LK4kvRK3VYWxkhMLKGutiVuf5YcKcnBx9mxCCpOQj5OREIZeb4OzUCYWiFC5HS0doMxXH1kJvsDh98nGJxopK9YCUlJMolbWeyKOQj1NpmQbbdi9BV+dFQa1OJ+z6ZACSko8+vnO+sQIQc+kFzkpy+d++La0cn8rL0vxT6a+UcBpRQLMgdALVzRTQlI68sCREXr3Mvl8ksbtGvQdiYmbGkbXLMTE3fOgFHfQ12H50xRw6vQPXHqRTwdHyuRkrT0KlY0eJ+mA0qitX0CY/v4dR/L10Dq+7QWaKiuCEdWzbto1u3bqRnJxsQAIJMGjQIDIzM/H09KRfv374+flhaWnJlStXWLFiBUqlkilTpuj7m5qa8v333zNkyBAqfPY+CU3boY2PJffvDVRt0IjkZq31fbvbw9o9awk/GY4MGd26daPO0LJpbyXkqfE/cQ2Ab+7GcLbRy6NOqFv3LyIiFuPpabho0OlyOXRYokco7/MRFSqMfe7nfmtXUa24tt5lWFC8Ajz3X838+fORy+X06tXLgDiuMG7cuEFammQZGxkZcfnyZVatWqXXl2jfvj0zZsz414V9noTUbDWJmbks+fkX4uLimDVrFnK5nKysLMzNzQ0MF51Ox08//UTPnj2pUaMGU6dORavVMmjQoCKhmPwcFYCIiAgArl+/TmBgILdv32b27NlMnTr1sbwfiUl/AHAzfBHRDzzxKvQDUqkkFVnFw9W0OjODXPOiEuf5/fIfTDfDZxIVZbjSv379cwL8f8HJqd2TLxjSqr1S8AnUD2Iey8FyIrjgJlVa1+rOOpV5oMrjz7gU3nC2xc302UIkzxvHwxPZeSUGB0sTJnR4POlbZOSv+tf2dk8Ix31wEqLPSYylniUbws8DgwcPfqHjPw4yuazMfEDFIf7uLYxNTGn9zkj8W7fn+MbVmFvbYFzG3AcLE2Pq+Tx/D8fjYOzkhM+mP8jYvRsTX98nH1BKbP6mYFV+7IBEULl9+3a2b99epO+gQYOwsLBg+PDhHDp0iC1btpCTk4O7uzsDBgzgyy+/LMKt8vbbb2NiYsKcOXOIXvYTtra2DBs5ktmzZ3MHI5ZExpOapyb44psEAzxco3jleVGH0lcSAjgqCh6DeTqB0GpBLn8p+SRKm5rUDPi1SHtWdkFuWGbWjWKPzczMZOfOnTg7O+Pp6UnFimXTCNreYzvd/ikQbHynxjvUcSnbtXvZeGaD5dHwg5mZGYsXL2bx4sUlHiMKyReZm5uz92F+wr8Bdy4kEH8vnQZvVCgTJbMQgloz9gOQ8PdWZCYWREdH06NHD27evImlpSWDBw9m/vz5mJmZERoayoMHDwgICOCDDz5g7dq1aLVa1q9fz/Lly2nVqlWx5zEyKt5LcO/evccK6TnYS8clJ2nRPSIFEBMTg729PcZG+QyqplyJjS2ispwfVsqnpVepYoo9V05OVInzKA43Y2PZu38fytOnqF27NoGBgUX6mJmVQ6W6j4/P6DKN7W5mwhjvklmYXxUyVGoG/V7AVPzH2SjOfFHy6sfXdwIODi0xMy+HqckTSKCcq0l//6FUyMlIx8zKCv/W7Ym7c4sz2/7EJ7Dojb1+/Z2cPt0FgArlx73kWZYMmUyGTefOz3VMKztTMlOk+8TE/gt4d+7jvRomJiZ6NvTSon///sVSJNQElvr5APBN3kADaZL5N+czrNGwMp1HVig5/8EXX3D93b8A8Fq1CssGL9agLwlWllVwde1JriqGGn7zi+2zZcsWIiIi9GzC06ZNK5OR5aP0YXmH5QzbK12vsbWevxfneeM/LaFSQugE+36/xq1zUs7DuT33eHNCbdwq2pbq+CZzDupfq1MegNDSvXt33n33Xb755hsOHz7MwoULSU1NZcOGDYSHhwOSx8raUsmAZlJV1N4L62nftgOf9lpMQEBN+n9p+IMqLgelYcOGBpU/xaFFi4XY279FdLQXrq6GNPynT58mMDCQVkPe49CqZfQZ8QGnJk8mLCxMz+oKcOqU9IDNNygC/BeTnX2Xq1fHohN5yJDj5fUubm69SnXN8rFp0yZAory3trYu1mBp0vhIkbZ/My7fTzPYTsjILWIgPgpb2xerGKtSa7kancams1FUc7OhXz1PLEz+XbeQhRcW8uvlX/mt/W8GSapanRa5rPhVdWp8HJkPwynnd29DocqlXeeeRfpZW1V9ZYmTLxtDvmlC0oNMzK1MMLN8dd+ByQ0m08i9EWMOjgGgZVpdNEk5GNmboRFgLKNMD/G0P//Sv865fOmVGSwymQy/6nMf26dnz57Mny8ZM/n5jGVFbfPKnOl2CFOlHTL56x8S/3fdbV4lZOiNlXzsWHyZ9+Y3L9XhD9JU+tdCrUKoc3n73VEsWCDFxt98803y8vJYunQp06dPJzNTyq/IyMhg3aKd3DmWTfP+lRkS15tOA5py8t5WynsUDRMYP0yq9Sh3DQjE0VFbIuV9Ybi6vkHfvoNYtWoVCQla8qvEg4KCuHnzJmM/GotPYFv6V2yORpHB5KlTWbJkCYsWSYmIQgh++eUXPDw8aNy4QNLewqI89es/m7pqz5499aRqlV5ESWYZsfXWVo7eP4qNqQ1ja43F1sz2uZ+jsa8DP/YLZNwfFwHwsDV/pSJliZm51J15wKDNTWlGxxqlS4zPzLxBSkoITk7tMTNzf/IBLwDHo4/z62XJ/T58X/HJjms7r6WmkyGp382QYwBsnDaJ6OvX6Bx6j6jefbEf8jYukye/2Em/xnBwLxoWLi1OpGSg0gmqW5k9VSg2LyoKI6USIxsbWnq2ZHdYQdrBzV8u0aaaDKE0oZbSkt11S08M57n0F3Jv30EdE4P9E8KZt+/MIzk5mFqBKzA2fnZdsLJCqVQ+WdF9XR8I3wf1hkt/hTyrSb/9RvzcHwCwbNYMr2VFQ1OvG/4zWEoJmUzGoBkNWTvlpL6tbmefUh8fNr0jK4MjWHQwHGtLC1JSYcCAAQZ9Bg4cyNKlSwkJCcHiYRZ7kyZNSLimQ6cVKJ0tsHWuRP06Dbl+5xLGLUrOSbG0SKNpszWAjMTEVmzcGEpqaqq+gmf79u3cv38fgDFjxqBUKvn888/ZvHkzrVq1YuzYsfpyaX9/f/IuVmDDlYIQRYvqPVm8eDFqtZp69erxzz//cOzYMdatW1diWOppUbNmzSLMsK8SX574Uv9aCMFXjb967ueQyWT0qOVBj1oeBiHUskDodAQt/wX/Nh1wKf9s+Qu6R+awYEAtWlctfSjt1GkpJBGfsI86tUtWEwbpmnb7pxv30u+xvvN6/J38yz7hQvjz5p98FfJVqfreTbtbxGCp2a4z144GYePkjNLZBS5JXhTdv0hV/HWBEAK3wwWJ3s3trNgUWLbci/gf5pG0bJl+u9KJ48gUcoRaSq7unJGE6cO88mxfW1Q1ffWCoE+CVYsWWLV4sh5XTs59IiKktIeQk+1o1vTkE4548chTaUiMSCFlYFdcPhiJTbs2mKTck3ae+Q2ubIHP7un75xsrAOrIyJc93afCfwZLGaB0smD4vGYc3xyOhdKU6k1Lv1I0NzHi/Za+vN/Sl/YnfdkffaeIgrXzQ9n3lJQUfQKVi4sL3v4OXD54n63zJdlzVaIRqWmpmNs8fmUiLcgFt25/x9y517l3r+DL+tdff/HXX5L7c9CgQSiVSjw9PTly5Agff/wxn332GSYmJnTp0oUffviBLdOuGYz9RoP3aN7Tn99X/MbKlSupVKkSa9euNShPfNXIzc3lm2++0W/XrFmTnJwcBgwY8NTeCo1OY7D9MrLqn2aul4P2sP9Xyft1af8uPlq9BYXp05M9OlubETa9I8G3E2lR2cmgnLk0qF7te67f+BJn505P7JurzeVeuvRdnXBkAnt7P1uO26rQVXQOdsE5VXr/cR46xn3+M1oTOSMPjCQqoyCnqkv5LqSoNUy7FU2GRsd4HxfaDv+AtsMLSBLF++MQGg3yJ1Te/YeieLRea3g5pzKPkXPVkFoj684tLOu7knniARoMDet7t1NZeDCcTzs8X5r77EJJsXl5Cc917KfFsnEPqwPrf0OljVvwnPs9JjZqfPPTl1SpcPxHUJYjz9hHf5xphXJ4LFrCvwEy8bTLt9cI6enpKJVK0tLSsLF5fVn68jF58mTmzJlDUFAQrVsXlOgdPHiQNm3asG7dOrp164aDgwMNGzbkyJEjZCSrEDqBENC5e3vi4+MIvRqGibmhzZlf1vzpp0506Ci5KRvU34WV1eOrTEqD6Bsp7FhyGU2ulrbvVKdKg9KTAb4IxMfH8/fff2Nubs6dOxJplEKhoF27diQlJelzah7F2LFji/BBlAVCCB5kPcDR3BFTo9ezkm3J8IHkZBQQFfaYOBXfOq8mHv80iEiL4E7aHVp7tX5y5ydAo9Xw08AeBm3lJw1i2pVZBm3be2zHR+mD66GLBu3Piy35PxTgSflYj0VKBFP3TEdz9BSJNrB0zlU0CTnEzTsn7UbHD6iINJGRa2HMtg+b6IkMnyeysyPIUd3HyrJysWrHf4X/RWxWLC09W+Jt442l4vHcMM+KkL9vcX6v5ClpeOorLHIkQ0phpaFiV8N0Bk2ujPC/3bAul0O5pilS49QUeA4K8mVFWZ7f/xksrwAXLlygdu3aDBw4kHXr1unbBw4cyObNm7l37x7u7u706NGDHTt2cPXqVapWlVYIYWFh+Pv7M3LkyGIrsfINlhkz2tCo8V1aNL+EsfHTx5pfZ6xevVpvqDwJ7dq14/bt29y5c4caNWrQu3fvFzy7F4PS3ug1ajW3zoQQeiQIrxo1CWjXCROzfy8p3rPiyxWjsNtzn7uuWVyrkE6ibZ7B/jd832BWU8mAWRmdyGc3pXCp0tiIG82eLST1H54DTvwE989CmJQPd9HUhMHurixrv4yGbhLHl+pWKuqETFIsk3DzrIKxlQLZK+RW8l9l+L050PsALpYvtiJRq9EhN5IR0as3qtBQANwapGBbPgfNwD0Ye/nBH2+BkQl0+AYyYmD1wyKLYXvB6+WrIP5nsLyO2DURTi+VXn+Vxrvvvsvy5cvp27cvLVq04PDhw2zevJnJkycze/ZsAEJDQ2nQoAHW1tZ89NFHACxYsACNRsOFCxfw8PDQD79o0SJ9jsrPP/9M165d9fwuEydOpEUp4rL/NkRERLBq1So8PT2JLCYG269fP8qVK8fff/9tYNjUrFmTnj2LVnm8zsjNTeD4CelmUhYem/9QACEEAasDit23rcc2yivLc+bMGVatWsWuoCAiI+5ha29P6yaNmTlzJpUrGyZvLlq0iMWLF3Pnzh0cHR3p168fM2bMwNKyKIv0tGnT2L9/P7Gxsbi7u9O9e3e++OKLEhXp/0Mh6LQw/RH+msBB0KNk6ozXAX+H/83U4KkAyGVyggcEv3AvSz5yb98m40AQCfPn4xyYhkPVLFSWHphlRRv0E1OS4NpfyP56D8aHgtKjhBFfHP4zWF5DZH5nT7qNMY5JeZh8kYparWb27NmsWLGCBw8e4O3tzejRoxk3bpzBcefPn+e9D8dz4exp5HI5DZo0Z+UvC4pUy/j4+BjkqBTG2LFjea/VQPy6/3tCAk8DrVbLjBkzntjvk08+wdpaCpd9+c8VOvi50qxS8bF0odahuplMXlQG2tRcrJp6YFKu5IoAXZ6WhJ8vIbQ6TDxtsO3uW6IIW1mQlXWLk6ck5ud6df/BxubZV/26PC0yRekIsoROkJaQgzpXi6On1SutWHpaaHVaAtcEFrvvUN9DOJo70rt3b06cOEGfPn0ICAggNjaWRYsWkZmZycmTJ/WM3pMmTeK7776jd+/etGnThtDQUH7++Wdat25twCuVmZlJjRo1yMrK4oMPPsDT05NLly6xdOlS/Pz8OHfuXImEjtcyc/g5Mh4dMNbbhSqWhXKQdDr43hdqvw1NxoLFyyWke+mIPgdHf4AbO0EmhylJryR88bIxdOhQVq1aVeL++/fv4+HhQcuWLfWVlIXRoX17trzVAqs73xq0n4/R8tXhXI5HalBpoIKDCSM+/16/MH6Z+M9geQ1RmLb7Ua6GvBwNJ/68hY2jGTWae2BqYcigmS+aBtCphis/D3oyG+HFixf5559/9NtDmvSmfLsaJR/wlHg0RFFnxn6SsvL4oU9NetV5Om6AZ0G+92nv3r1oNAUJshUqVKBbt24GuSsrT9zlq+2S2zRiTpciY2Vfiid5gyHLpMzECI/pjYv0zUfiiquobqQU9Dc3xnlUAAqXZ19ZqVQPUOXGYKt8OjZKdUI2aAWq8BRUN1PIDU8FwOXjOiicHy8EF38vXc9u2qxfZQJavfzP9lmRpc6i4XrJS+Xv6M+UhlOo5mBIoBccHEzdunUNpCzCw8Px9/end+/erF27lpiYGLy8vBgwYACrV6/W91u0aBFjxozR09QDrF+/nrfeeosdO3bQpUvBd2zatGlMnz6d8+fPU6tWrWLn63H4ItpCd+dbzfyxyhfoDN0GmwqV3X5lyNvzvJG0ciXxc6SHXqUTxzF+jp4hrTaX4JAWmJo4U7HiJOztm5TcOScFtBqwKnuy7uuMtNw0mm6UGKqtFFYc6nsIM2MzQkJC9NIW/PUeAMKxKqPW3cTHx4dr16RiiJYtW3L79m2DIgOQSDxbt2zJG18s4prwAaBN9HJWbdyBv42cHl5muJRTczMWRMPhzF248OW84UIoy/P7vyqhlwR39/48eLARb68RRfYlRGYQelwqNz75zx1G/2KYaDisiQ/LT0QA0LSSY6nOV6NGDb3BMnz48KcmFnoUOiHYFp9KolrD3LuxpGq0vOlix5Lq3jxIzSEpS8oN+GTzpac2WJIyc2n4TRDqh3frZW/XpV310sV+jY2NqVevHj4+PgY5PjY2NkUSbZtUdCDQOJqm9lmcPetSRKnarEqhVauRDLQChcfjDQ+HoX6k779H1tk4dOl5iBwNuXfTnovBYmbm/kwcJnE/nCu2PW33XRyHPF4/xcSs4FahMH39CaaKg6XCkvWd12NiZEIV++KT0AtzCOWjUqVK+Pn56RlFQ0JC0Gg0RVhY+/fvz5gxY9i4caPeYEl/qND+aEVgPsHj4/SVvqjgzvTbDyhnpiDQ2gLjwl6tql3BvRY8uADWL14kVl4o/0l19WqpSn9Li8NHJPLJvLwELlx8+/Hke+ZPnyz/OiPfWAHIVGdyJfEK9Vzr0ahRowIxyTdaQ2okx++pyV7WnLfeMtQCUiqVDBo0qNjxV345iqbfHiQzI4M1247R0sGReUpb5DkyuCVoCphG3X9Rb++54T+D5SWhWtVZVKs6q9h99oUeggqzog+DD1pVZMPpKHLUWmqWsy3V+YyNjZ9MKlRGJKs1tD1zgwe5aoP2v+JSWFLdG3dbc4Y29qGcnTnvNCmdAGFxiEzO1hsrAFfup5baYMmHra0tlpaWmJub07RpUzzzmfAeQqVSse7neQQaQ2Y67Nu3r4jBIjczxq5XJTKO3se0ghLL+m6YeDw+gVkmk6Fs74NVAzdSt91Gm63Bst6rraYCyAwuUNBWuFti270iCT9LfBiqsGSS1oVh7GCOZT0XjB2KPkRtXSxoMbAK6Qk5VKj1Yle3KpWKOXPmAODp6ck777zzWB2ssuBpOF2EEMTFxeHnJxl1uQ/5Vx41NvK5k86dKzAMmzdvjlwuZ+zYsfzwww+UK1eOy5cvM2vWLHr06KFPpi8OH3g584FXCTILcjmMOCzld2jziu/zHGHbry9G9nYY2dhgUff5MiorFHao1ZJXsn69ZyOZfFbMCJnBppubqOdaj9/b//7KQp9+DsUsIGzcwcad9XM+QCaTFUshodFoUKlUWFkZ3qfsLU0Ind6RWXN/4sv0ZObuCcbs6+mk3rmDmUyGXCYj9/p1dFlZyC1fTp7N0+A/g+U1gLmVCe8vaYUQAnkx+kSOVqaEzXgyW21h5GhyaLaxGWqdmh09d+Bp7fnkg0pApkZLWJaKty7fJlcn+KGKJ04mxrx9pYCLYGt8Ct2d7fjqjbIpnW6/vZ3Pj3+Oj40PpkamrOm8Bj93pUGfZpXL/oBUKBR8+mnJKr+Fye0sLCxK5I+xrOf6VAaHkdIUh8HVn9zxJUDoBKnbpFWrbc+KWDWQVuR2vSuTGfIATZKKnCuJAGQcjsJxWA3MKhddydZo/nIS8vKNFYCoqCjCw8OpUuXZy/KfFuvWrSM6Oprp06cD6Ody4sQJA02vY8ckRtzo6ILExurVq/Prr78yYcKEgpUyMGTIEH777bdnn5zcCORPV/2VGhvD72OlMEP5WnXp9vFkFCbFl//KZDJs2rd/6mkWhlBrwUiu12Jr3uzsE454edh0U5IBORN7hmRVMg7mzy/0pdNqkclkyIoxvq8MuUJGXgbn4s7hae2JhaL4EK1arWbTpk00bty4iGBkviZdXl4eLi4uvPfee0ydOhWFQkFudhY5GRmcDzmKjY0NcVlZjL57h5vhNzGXyXjDRsnXnTq+1sYK/GewvFTk6nRoBVgUQ7olGSrPz5rX6DTkPhQxXHVtFV82/PIJRxSPj69Hsj4mWb/9XeVyvOVe9Ec88to9GimtcDYtm4LtlBOSrHxEeoR+3uYm5pyf0o7Gc4JQqXVsu/jguavcKhSKMouF/Vuhjs3Svy7sIbKs64K5vwOZxx+Qvr8gYTtx+VUsG7lh171sDKTPC3Xr1uXs2YKHWHBw8CszWK5fv87o0aNp1KgRQ4YMAaB27do0aNCAb7/9Fg8PDwIq12P72iMs+2cOCoWCnJwcgzE8PDyoX78+nTt3xtvbm2PHjrFgwQIcHR2ZO/fxejHPE5HXkoiLSKdqIzes7c3YNr8g3+HuhbPkZWcXa7DkaHLYfGMzncp3wsmi7IuHpKQkFi5ciKurK4Ob9iJl7XVyTLORdVVSsd7LL6N9HHa9uYtdd3ahNFVib/bs95zo66EErfiFhHt3QQgUpmYM++lXrOyKjm1tYk1Lz5aPHW/v3r0kJSUVCQf5+vrSqlUr/P39ycrKYsuWLcycOZObN28y8e0BHF4tGcchQUdRZefQvXt3Bg0YwIypUwlat45fd+9G5OTwxzO/4xeL/wyWlwjvI5cBuNLEDyeTsj3YywprE2tae7bmYNRBKigrPNUYUao8vbHSwdGG9z2daWgrPfAyNFo6OyrZlZhm0L+sBstHtT9i/jlJwMvDygMrhTS+vaUJRye24rs9NxjS2Pup5v8kvGpjRavTohGaZyKfE0JLTMzf5OTcw9TUBXf3/sjlhj9rVWiS/rUmSWVQ5fRgWkix42aFxLwyg6VFixao1WpcXFwoV67cKyv9jY2NpUuXLiiVSrZs2WLglfvzzz/p168fw4ZJSrdymZzWAb1Jdr3N7bu39P1OnDhB165dOXnypD7k2KNHD2xsbPj6668ZNmyYgYDoi8T2hVII8PR2yTOqdB6AsXkwOs0d2g0fhipLgaVt0ePqr5OqC78/+z1H+x3Fzqz0eSR79uzh5EmJtj42NpbvtywGM3DR2mD5V9RLM1g0OsE3d2P4/X4CH3g5M7F88Xk/ntaejKw58rmcMyb8BhunTQSZjMr1GyMzMuJG8FHycnLgKVNx1q9fj0KhoG/fvgbtv//+u8H24MGDGTFiBMuWLaOuqz35S+Q8jZY8jYYa/v78+vvvbN38BxfOnUU214ulS5ey6TH3xOHDh7OskCTCq8B/BssrwM0s1Qs3WAB+av3TMx0fmVOglbI3MZ29iencbR7A4eR03rkaod9na2zExcZ+mJWRrh1gWI1hDKsxDLVWLblLC/1gnK3NmNvn6TWE8iuz6tT+44UrGZcVHx/+mP339gMwtvZYItMj6Vi+I43dS65AehRabTaHjxjmZFhbV0eprG3YsVCYMedKAhY1nRA6ATqBaQUluXcKjE6bjj6k74l44rkTIjMwMTdG6WQYjkiOyUIul2HrYkF2eh7m1ooyG4bW1tavnCcnLS2NTp06kZqayrFjx3D/9WE1Ua1B0H0xHh4eHD9+nPDwcG5dv8eVf9Kp2bAy70xrb8DXsnTpUlxciiZ0v/HGG3z11VcEBwe/NIPF1sWC1Lhs/baLjw1p8bWAWhzZmAacxsbRjIHTGmKkkH7L6XnpBmMM3DmQ3b12l+p8KSkpnDx5Ejs7O1JSUgz2xRml065D2VTbnwUNToYS/TD3btG9+BINlueFmPAbrP/yE8xtlPSa/DUuFSoSfiaEG8FHMbN6fB5cScjMzGTr1q106NChVEb8J598wrJly1A5uvP+J5Ow9/BkRc2aJF27xtWrVzExNkIuN2L9F5/QofsAli5dysiRI2natKnBOHv27GHdunW0f04hwWfBfwbLS8TR+lWRy6CixdNrujwJ4eHhTJkyhePHj5OcnIyXlxcDBw5kwoQJ+qTAwkhNTaVy5cokJCSwefNmAwbYxg+9KeqbYWSu+gX11YtY5OVh5OaBRdc3sXhzICM9nfi64rPnNiiMnq8Bp9MVJAafO9+Pxo0OY27+9Hk8zws6oWPfvX16YwXgp/OSYfn3rb+5MuRKSYcWQW6uId22QuGAtXXRpFKb1l6YV3cg7sfz5FxN4sHsU+jSi0/UtAhwwqqBGzqVptj9AFGhyWxbcBGA6k3dMbM0xtXXlpunYvWK5qYWxuRma2jSuyKBbb1K/Z5eB6hUKrp168bNmzc5cOCAoUGRcNOgb6VKlahUqRKduklEjzExMQwdOlS/Py4uDq1WW+QcarX0/Sxcev+i8dbXDdm99Ap3LiRgbq2gfE0n2g3zI+5uOjfPxHL54H3SE1WostVYKiWvn42JDe2923Ms+hg5mhw+rVdyXtijyPes5BsrDRo0wN3dHSEEubm5L81QA7BTGBOdq6aVvTULqr3Y7+PFvTsJWv4zbpWq0OPTKVgobQHIy5aMRRPzx1MIlIR//vmH7OzsIuGgkpBfaJCSkoKjlw8glTlfu3YNV2tLjI3kZOdJ38Ny3pIXu1q1akUqjVauXImNjY2+8u1V4j+D5SWisuWLM1RASlCsX78+SqWSDz/8EHt7e0JCQpg2bRrnzp1j69atRY6ZOnUq2dnZxYwmhUzGJ93lszFDUFSsiuWg95CZW9BXZGMl1zG/Zc1XHlYpCYcOG1Zf3L+/hkqVPn9FsynAuEPjOBR1CIBWnq2YVH8Su+/uLjBawv+mZ6XSeRfMzb2xs2tESooU1mnWNASZrPiSY4WrJfYDq6JNUaHL06GJz0aTokJ9P9OgX+x3Z6Sx/R2xH1BVnxhZGPnGCqAvx4dIohJusvPcaiLir6HW5mFv6Urz693Y2HaBvn9eXh5z585l9erVREREoFQqqVu3LkuXLjUovc/NzWXixOFs3LiV9PRcAgICmTlzJu3aPV+GX7VaTXh4OHfu3KFatWr4+PjQr18/QkJC2Lp1a0Gi7FdpoEoHs+J5InQ6HRMnTsTCwoJRo0bp2ytXrsy+ffs4fPgwLVu21Ldv2LABoEQOlheFTiP92bvsKrfOxbN32VX2LoN2w6pj51LwEDW3Mlw8/NDyh0eHKRUaN25Mamoqjo6OmJmZ0bhx4+eu5F5aHKhXBa0QGL2E+1XQ8p8BaDZgCNlpqYQdP4wQgqzUFORGxhgrnm5xtm7dOqysrHjjjTdK1T+f3dvJqSDvKF9gt0F5Ty5Ex2JmZcZbs+YRGnm/SF+QWJoPHTrE22+/jZnZi31+lQb/GSz/AuhyckjfsxfV1auY16qFsusjJGfxYbCkIWuO5ZKamsvxAWr8amVAh88YMWIEOp2O1atXk5KSYsBFcvXqVX7++WemTp3K1KlTi5w3PT2d+R++T9P2HRi/bCUfXI+iuZ0Vv5VRDv5VIP9BbmVVFbncFB+fD1/1lABwsSgoz/4g8AM8rDzoW6Wv3mCZGjwVf0d/Kto9+RrLZDJq11pb6nNbBDhx/vx5vvrqK44fP45KpaKCT3n6urdlWF3Js9b3j7GEREiq4BRaaHXo0IE9e/YAULOtJxO++JBTN/eVeK4BbUeTmJhEprogYVutVtOlSxeCg4N57733CAgIICUlhVOnTpGWlmZgsAwdOpTNmzfyZi8lvhUqc+SIEZ07d+bQoUNFXNZPC7VazaxZBVQDZ8+eJSUlRU/8lpyczNq1htc3f/U5duxYVCoVgYGBqNVq1q9fz+nTp1m1ahVeXgUr+A8//JAVK1bQrVs3xowZg7e3N0eOHGHDhg20a9eOBg0aPJf3Uhbke8HysX95KJUbSN/LVoOqIn+K0G5xUCqVDBgw4LmM9TzwMowVgEFzfmLtZ2MJWv4LSfcNJUOsHZ+OEiAhIYEDBw4wYMCAIp7y9PR0TE1NMTUtyIUTQjBz5kxA+u2CxAR++vRpqYN3RTys7ElMTMS1YmU+nvoVxsbGBkY1wMaNG9HpdKX26rxwiP8BpKWlCUCkpaW96qk8FhpNlkhICBJZWRFlOi5m1iwRWqVqwV+16uJu/wEicfkKqUPkKSGm2YhJTUwEIBI+tRJimo3++EmTJgm5XC4yMzMNxm3durXo06ePOHTokADE5s2bDfb//PPPAhChoaFCCCGS09OFVqst+xt/DLQ6rbiTekfMCJkhem7tKQ7cO/Bcx3+e0Obmioi3h4jQKlXF9br1RNbZs081ztQTU0XLP1oWaV99bbWosbKG6L2ttwhNDBUn7p8Q8VnxRfrlf17F/YWEhOj7zZo1SzRo0EA4OjoKU1NT4e7uLoyMjESdOnXEvHnzxK+//ir6dWov2lStLKImHRXHRmwQDha2Qi6TCWO5kXBxchZvvPGGWLNmjQgKCjKYQ3BwsFizZo1Ys2aN+HXaKGFtKhdejpWFwshUuNp5i0Ujg8TSjw4LVbZaf8y3334rFAqFOHXq1GOvz6lTpwQgRoy0FweCKohLl98XOTk5wtfXVzRq1Kisl7tEaLVaMW3aNIO/atWqlXhtC98uV6xYIWrWrCksLS2FtbW1aNOmjTh48GCx57l+/bro3bu38PT0FAqFQnh7e4sJEyaIrKys5/ZeyoLkmEyxaGSQWDQySJzcelv/et20kCcf/C+HTqd7Kee5HnxU/D52hJjbt4vYPn+OSIyKFPERd0RWasoTj02JjRG7F88TsbfD9W0LFy4UgNizZ0+R/ocOHRKurq5i/PjxYvHixWLu3LmiSZMm0m9oxAh9v0WLFgmlUikGDhwoAOHk5CTc3NxEnz59BCAmT55cZOw6deoINze3537fL4yyPL//M1hKCZ1OJ/JiYp76Cx/9YLM4EFRB/5eccrrUx+Zcv2FosDz8u9mi0EPv3kmx+y0LAYg3WtYTF/asFZGRkWLjxo3CxsZGjBs3zmDMTZs2CTMzM3H37t0iBotaqxO5Wq3o1auXsLGxEfv37xeVK1cWgLC0tBSjRo0SOTk5T3UdHkXj9Y1FjZU19H+9t/V+LuM+b+SEhRX9DGr4l3mcs7FnxZTjU0SNlTWERqsRQgih1qrF0aij4lzsObH5xuYi1+RR5H9eH330kd5oyP9LSEjQ93vzzTfFyJEjxfz588XChQuFhYWFMDY2Fr6+vnrjNSczQ/z17dfiu/ffFVam5sJcYSocrezFoi9/EFOmTBFDhw594nv6uY+nAMSqHtL3771GgeLKhB4iMylb30er1Qp3d3fRt29f6T2r1SU+sD/99FNhZGQkEhLuioSEg0KlihVCCDF79mwBiMjIyFJe7Sfj3r17Yt++fXqD5aeffnpuY7/uyL+X6XQ6ocnTCq2mdA+l2LQckZChepFTeyFIXBcqoiYdFVGTjorUvXdf+Pl0Wq3IycgQujI87C/t3y3m9u2i/8tTSffZhg0bCmdnZ6HRaIocc+fOHdGnTx/h4+MjzMzMhIWFhahTp4745Zdf9J9xYmKisLe3F3PnzhV5eXniq6++EqampkImk4mKFSuK+fPnFxn3xo0bAhDjx49/ugtQSpTl+f1fSKgU0KSkEN5Iqt5QeHnh8cNczKpUQVZIb+RJSE01JEeKj9+JnW29Uh1rWqEoa6zD8Hexf8gLAYBXAzquzWJG1ZnMnj2bbR0L/PlffPGF3j0IkJOTw4QJExg/fjw+Pj5EREQYjF3uiFT+qLxxA41GQ/fu3Xn33Xf55ptvOHz4MAsXLiQ1NVUfh38WfFb/Mz4/XpBbUtmu8mN6vzoYP0KtLlcq8dlYtvd/N+0uQ/cM1W8P3j2Ya0nX0Amdvq2ibUW+afYNQZFB/BX+FwAX4i9Qy7lorkOzZs0MkqQfxZ9//ql//csvv5Cdnc2PP/7IuHHjWLvxD957ZyhmllZ0n/AlNWvWxC8wABMTE5KTkxk57aNiGTOLIOYSB67GYGMKW0KlqrJlIRdZf/YigzPGM//HHzEzMyM0NJQHDx4QEBDAiBEjWLVqFXl5edja2pKamlrs0E5O5bl//z6Oji7Mnj2bNWvWABLnhLe3N126dOGLL74oEncvjHXr1jFo0CAsLS3JzMwsst/LywsvLy/c3Ny4du0abdq0efz7/R9Cfv6ZTCbDSFH6cEmD2UEAfNc7gL51X30ie2lh4mFNzuWHBIkHo7Bp7YXM+MUJKMrk8jJVBAkh2L9skX7b2MSUvJwcFKaSplBx/VO2hKME1i9ZhbHjIwSC6hx4+Bl/+eWX2NvbM2bMGD0H1aFDh0hMTOTq1avFzmfdunUAr084iP9yWEqFvFsFvArqyEgi+vTFdcZ07Pr0KfUY1arOIjX1NCrVfTw8BlK50rRSHytTKKh2PYzc8HDi5nyLsvsbKEtIvPLx8aF58+b06tULBwcHdu7cyezZs3F1deXDD6U8jjlz5qBWq/n88+KTUOWADlBlZZGdnc2oUaNYsEBKnHzzzTfJy8tj6dKlTJ8+vYhqdFnRzbcbLhYu7Ly7k9isWD6p+8kzjfeiYGxnR/l//gaZDLOnJDErryyPnakdKblS1cSVRKkiyMPKg/5V+nM8+jinYk8xOmi0wXEHIw8S6BRYbIJzRkYG5ubmGBs//qf81569yCytmHI3DoBRw9/lk7EfMXjwYDp16sTVq1fZtWsX33777WMZM4vAypXwFBkaFGy/qcbNxYlFX4zk8PkbLFy6lNS0NDZs2EB4eDgA8+fPx97enqVLlwIwZcoUMjIymD59uj7347PPPiMmJoaqVavi4SFVoJ07d46AgACuX79O//79cXZ2ZtmyZezcuZOLFy9iWQxDZ2ZmJhMnTix236OoUaOGXon5fxW6nBzkj9EuKg1y8goqnjIeU0n2OsK6RTm0ablkBj9A2an8CzVWCkOTnIwuOweTco+vppTJZIz4eSU6jQYjYwXmNjYYGZecoBs37xyaBImkUJelxnHoQ5bx1d3hzmHpdd13CXN7l19//ZUff/yRBw8KJDpUKhVqtZqIiAhsbGywtzcks1u/fj1VqlShTp2nE1t9IXihvp6XhBcdEkrdscMgFHCjUWORdebMCznXs2DDhg3C3NxcREVFGbQPHTpUWFhYiMTERHH37l1hbm4uli9fLoSQ3H4//fSTAMSwYcPE+vXrRVxcnBBCCD8/PwGIrVu3CrW6IBfhyJEjUghg1aqX9+ZeU+SHdUrCivsJ4qPQe2JMaISIzMkVQghxNeGq6PJXF9FucztxO+W2Qf+ItAjxxbEvxJxTcwzCQl8Ff6Xvkx8SsrKyEoAwMjISLVu2FGeK+U7qdDqRkJAgnCpWEpiYCGRyATJh9eFEYd6zvwBElSpVBCCCgoKEg4ODAISxsbFo0KCB6NixowD0oZziUKFCBX2Ox5IlS/TtI0eOFIC4efOmWL16tQCEiYmJQUjn3r17QqFQiLfeekvf5u7uLgAxa9Ysg/Pcvn1bAHr39ZYtWwQgNmzYUOy8Jk2aJKpUqSLeeustYWlpWeL8/z9AHR+vv3+VJUTxKHLVWjFv3w2xKviuUKkf/91/XVHasP7MmTMFIPz8/IrsO3HihGjSpIkwNzcXLi4uYsyYMSIjI8OgT0ZGhvhs6DuiqYWlsJHLBSBWrFhR8gkjgqXcwx+qC/HgUondEqIyxJUj9/XhrQdzTglNZl5Bh2k2Bn9/Dpj42LwsQIwdO9bgHCdPnhSAmD59emku1TPhv5DQc4ZN+/aY7diOwsPjmVcoLxJLliyhVq1aRZSZ33jjDVauXMmFCxdYvXo1Hh4etGzZkoiICDZv3syFC1JVSGxsLKdOnaJ69eqYm5tjbS0xou7bt4/z589jaWnJhx9+qC+Ne5QM6v8TNDoNtdZIYZoGrg34rUNRXZiF9+KYdSdGv302LZvghtXwc/RjR88dxY7rbePNzKZS+G5UzVH8ceMPbqXconP5zvo+JiYm9OrVi86dO+Po6EhoaChz586lWbNmBAcHG5TKxsXF6ZWBATAzRznxK8xaPiSB0qi5sV0KHfXt25eOHTvSs2dPLl26xDfffEP9+vUZPnw4v/32G+PHj6dhw6LMpPkigEZGRgYMnAMHDmTp0qWEhIToKxuaNGliIETp5eVF06ZNCQ4O1rflU9s/qu+kUqkMzpevpVJcSCk8PJz58+fz999/s2nTpiL7i0Nq2jnOneuLnV0jagWuRiZ7OSvwlwFtRkE4TKjVyEyfjl3ZxFjO+HavZ9i2tCgNFcP9+/eZPXu23jt378pF0hPiqVC7HuER92jTpg3VqlVj3rx53L9/n7lz5xIeHs7u3QWkeomJicxZuQI3Y2OqmppxOqd4+gg9Eq5L/9Pvw8kl0POXIl3yVBr+mHlav/3B4pbIHq3q+jwGEm8igheRd+kSzcstYXMfL7RNZ2LqVcBy/eWXX5KRkcFPP/2Er6+vwRDr168Hiv4GXzX+M1hKAZlCgWnF17+UNy4uzqBsOR+FSaoiIyO5desWFSoUpevftWsXAHZ2dggh9JwJGRkZODo6kpWVRVZWlt6t+Ljcgf91XE0siPvmazY9infLOXE6LQsTuYzTaVksq+FTpnMoTZWMCBhh0CbUWvyyPFjx0Y/ITI2wCHTijTfeoHfv3gQEBPDee+/RtWtXvvjiC+4kZjP4x/14959K8oFfyUiMxcjBEVHoxmnWuhM5Dw0WeZXq+jLeXr16YWFhweTJk/UGy4EDB4o1WFxcXLh27RrNmjUzYOAsbNhWfPj7cXkkFyi/X77RrFaryczMxNzcnNw4M1b/GoxGo6PJm76E3ZUEHM3NzTl27BifffYZRkZGRUoxAcaNG0erVq3o3LlzqQ2Wc+f6PpxvCNLC838HphXKU+162KueBlHXLqPOzaVC7dLl770qTJgwgYYNG6LVaklMTGTLzAIttj9vPcDOzo7Dhw9jYyPx8vj4+PDee++xb98+PSOsm5sbMTEx2KakcO5aKE37lJxvBkDdd8C/N9w+BD7Fl+4rTA15bIoYKwAmFuAeSEyeGe5GNzG1kPPmuKnIGw826Pbjjz8CklREYWi1Wv744w8aNmxYxJB51fjPYPkfQj5J1c2bNw3owTds2IBcLicgIICZM2eSmCglnul0OjZt2kR8fDyHDh2icePGeHp6otFoMDIyws/PjxMnTnDhwgXKl5cSf62trfntt9+K1OznZOQhBFjYlD4R+d+MQOdA/nzjT+zN7EsUSbMwkrMm4Ol0nEpC9JRgg+2MI/dxGFSNihUr0qFDB7Zv307nzp1ZsGABeXl5dDbPhSoyVp22JCMRLIe+T/qsz5Hb2mPaqDktK3jz98Ox8ppLpGxCCMJvzcan/AoAgoI+BuDylUUs2mmDMO+Ai7UFYbHp1PW2x+yhx6NJkyYGcyts2Pr7+6NQKAyUjAv3yzd+9+7di1qtRqPWsH3pGcxNpBXugZVhbD0lrfryRQjLlSvH+vXrqVrVkCRw586d7Nu3j0uXLpXp2jZrepqo+6uwt2tcIgHff3h6RF8PZdN0KW+uxaBh1O325iueUfE4evQoW7Zs4cKFC4wZMwahK0iKV6nVnLpwkU8mTMDGxgadVkfQ6jA85fUwVZjz1dgfqbGtHu6V7DA1NcXV1RVcXTHNynrMGQvB1Bqql0wMJ5PJGP1La4ROFEvqmA8hBB9e8eUvUzjt9R71G79b6vd/4MAB4uLi+OKLL0p9zMvCfwbLK4BGoyE0NBQvLy9sbW2faaz7N1LYOl9anY75YBy7d++mWbNmfPjhhzg4OLBjxw52797N8OHDcXd3x93dXX/sV199RdWqVfUMhmPHjqV3796EhIToM8cDAwO5ePEiOp2O999/n8GDB7N582YmT56sH0uTp2X5p8cBaD/cj0p1i66iXwXUuSpO/rkRTV4eTQcOKVaJ9lnwvCua4r79DrNqVbHp2rVYCXoA85pO5FxK0G9rk1WS0TKgKuXLl0er1aJWq8nIyECpVGJmYUVaShIebq5E3LnNVCdLJjo4knNgF6aNmnM4/I5+rPmBFqSlXeD8hbfQ6XJRKqUbdUqKHZDK/tgOnD7mCxQkoa84EUHMBWmM+X8eId3vAgsGSCGpwoattbU1nTt3ZseOHVy/fl1vZISFhREcHMzIkZLg3Lp165DLjNAJLSfCdtK2puT1UGvzuHD7KFWqVGXu3O+5cOECf/31V5HKn7y8PMaPH8+oUaPKTP1uYuKAb4WPy3TMq8L8/Tf5KSicvnXL8V3vp9fbeplIii4gUUt+cP8VzqRkaLVaxowZw/Dhw/H3l2QuZHIZfi3aYGlnT1hEJLq/9+m1oRLvZ3LzlJTIXs7Bl/uJt4i9m457padUNywlHmesACRn5XFRocQndyVhg4o3gA4fPlxse4cOHRDi9fQw/mewvEQIIYiKimL58uX6tilTpjwTXXW+sQJwd7cRwcHBfPXVVyxZsoSkpCTKly/PJ6PfZ1CPN0iLj0Xp7FriWFu2bCE0NNSgrWvXriiVSi5evMj48ePx9vZm/vz5jBs3Tt9Hqy305S7l9zzubjo3Tsdy91ICqgw1Tt7WZKflkZaQg19zD2q398Lm0TK9MuD+9WscWvEr8RFSGCEx6h59psx6wlGvDlknT5K8QvJoWDZpgnEJ4mZ23X0RKg2qG1L+kGkFJTatpJyQK1euYGxsjImJCYMGDdKHYfLy8rC0tOTEiROsWbEcWW4uIiuTgdqV7Ni1jzQ56HRw/sRsXJWLMTGRboaJiVJFSFSUVJppVr42Pf2zmdazO6bGRiRl5XLi6h3emhuOrYsnqdeP8/v0sVRN6c/hw4eLGLazZ88mKCiI1q1b89FHHwGwYMEC7O3t+fzzz8nMzOSfv7dS3bMeCmNTtp3+jRx1Gr6+vhy7vJvUnHj+/HUDzZs3p2vXrrRp04YmTZrg7OxM165dAakKKTExka+//vqZPg+dTgrzyeXP18h9HO7evasXAHVycipW+0ubkYc2PY+fgqSqK6t0dZE+ryv8WrQhKzUFrVpDgzf7PvmAV4BffvmFe/fuceDAgUKtMjp+MB6AuC1bAPR5YdYOBXT1NhYOxGTfoHb7F6MuXxZsuRqMpe98dFmVMTd5tUKizxP/GSwvCampqfqYYWFotdonGiw9Fp/gYlQqNcsp2TSqEabGBf09KtsSfTNVGkuto379+vpcFIC/v/2aO+fPEPSwvn/Yj0uxc5PK60aNGkVSUhLnzp3TJzA+CicnJ6ZPn46vr6++xPRRmJob8/bsxiTdz8SzevHhkUfxz48X0OQWlEjG3CpQDL52NBqlkzm12j29SNkf0yYZbEdevcTidwfQd9o3OD0UAnudYNGgAcbOzti/804RY0Wj0fDjjz+SmZnJu+++S0YDOeYty+nDdACXLl3iyJEj+Pr6IpPJcHNzIzs7GwsLC0xMTPj000+5fv263lgunxzH3cU3CT8YRo+eNuzckcGO7RmsX5dGq1ZWlC/vwbnTnkAUV65cwapmR0xdKxKZbseRmwl0D/SgnIkFCZcOo9VqWPnrYoZ8txFx8zDjxo2jXDlnvv9+Fh9//AlC6JDJ5FSvXp0jR44wYdQ4Zn49A7nCiNatW/P999/j4eHB2rVrUeXmULdSG1o37UDw/U38s3MLh6/+TUBAADt27KB58+b699y4cWPc3NxYt24dXbt2JS0tjZkzZ/LBBx+Qnp5OerqkNJyZmYkQgoiICCwsLPS5NYUhhCAxcT+Xr7xv0N6oYRAWFj7P6VMuGUFBQRw7dky/bWdnx9ixY4v0i5l1CoCRmLKJPBrczCAvKgMTT+sifV83GBkraNTr9aHqfxRJSUlMnTqVKVOmlJifl58Qnk+Db25lwgc/t0Kj1nFquBd3tl3Ef5U/SlMljdwaIZPJmFx/8kt7DyAlVQ/yrUr8Mi37a914qed+0fjPYHlJ+PXXX/Wvu3Xrxvbt2wGeyJ8BYGEiGSiX7qfx4foLLHu7QKq+8wcB3DwVizpXR4VajgbH5alyuHP+jEGbkaIgx8TV1RVXV1f8/PyIiYkhNzeXDRs2kJsrrS4nT56MiYlJqbLqre3NsLYvvThWp5E1OLL+BrbOFlRu4MqBFZJnR24ko0H3ClSuV/awUmpsDPeuXDRwZ/aYOBUzK2u2/TCL7LRUVn8qcdF88kfxVTqvCjKZjEpHjxRp12g0BqR/v//+O6tWrUKhUNCvXz+8vLy4evUqS5cuxdjYWE98duPGDdq3b0+/fv2oWrUqcrkcjUaD/GGoSRJGE8yb9wPdOoKX8y4WLA3C0UpJ0G4dGTnX0YpQbM2tmfHdNBJtzvJAdY3twabsnjceedw1dBopZGRlZUWXzp2wDZYz8osvqW8qeTsyM3/FwWEKqak6fnprJG+WewtnYHXrWdAa8mQaftHupnnjZqSmp2JiYoK5uTmLt32OhYUFg2nGzyx87HVTqVSkpUnGbkpKCpmZmXz33Xd89913RfqWL1+e7t27888//+jbsrMjCDlZMllcWtr5l2KwFDZWAINqq8IwrWRLbngqgzFlMC/P+/P/AYXJ1UpCfoVa/j0SpN+uwsQIlUqFmbl0D0zLTWNPhKS9pRM6+kc/DBGFbgXNADB+MZ+dKjSUu2/2AqA30OCGFl4PGbXngv8MlpeEN998k7Vr11K9enXq1KmjN1h27txJ165dH2sULB1cB/+vJKG5gQ0MvQ4mZsbUaFGuuMMwMlagMDNHrZJWBZ5+AdiUIL6V7+J8//33SU9PR6lUGohpPW94VXdg8MzG+u0qDVzR5GkxNnn68NjvY98z2K7erBWOnl6c/Kt0VSKvIy5fvlykrWrVqly5coWFCxeSlZWFo6MjVapUoUWLFtjb21OpUiU8PT3p1asXBw8eZNWqVajVary9vRkypC+NG3sRE2PMlIchsvufHWOCsi5ObWuw4vxfRKXH4mrvQq/K7fi43XA8P2hE2PXP2Ld3DSvWXUPuVBnfGs2pmnefKGFBto0bQTekRO6lR+5Q/2HF9MqVKahUkvFomlnUOzd+6yx23TzCu3V642Rpz8xDS5DJZJw7fZZmLQs8KVlZWchksiIhkpXLfiUlJUWfT+Ds7Mzff//No1iwYAEhISFs2LDBsMQbOH/h8SyednaNHrs/H2q1GplMVqoFSHFo1aoVhw4dIjAwUM+8Wxyc3vVHCEHe3XTyojLQ5WpQlCs9m+p/KB7h4eGlIlfL/1xiYmKKjBETE4OHuwcH+x+k5R8t0QiJWM/ezB7uP1w43twDUaehfDODYzMzb5KecRk3V8nYKM0i8VFoM7P0xko+DtaU077MI72++M9geUlwdZVyR0JDQ/nqq6/07efOnePcuXMMHjy4xBIyazMFEXO6FLvvcTAyNuajVZtJi48jPTEex1KEQmxtbZ85Efhp8SzGSnFQ5+by25jhRdq7fPRpiccIrRZ0OmSPkYDPVmcjk8kwN37xnDwBAQFs27bNoK1Bgwb88ccf+pJKnU7H9OnT9fsHDhyITCbTs8kCnDx5Uq+2fP8+mJvn6Pcpylmhvp/J0Dq9GFqnF84fVcfYyZYHU4JROFgilxvjWW4q3367li5dOjN7TmN2/hiCPMWLhoAWLZ+sOAzG1rhaSAmId+/msWNbNqPq92NRyEYA8uziqDCpNxnHozn86w62hQXxRcv3GdVgAJuMg+EQOFnYM37Ih5y9V2CohYeH07ZtWwNv0cmQYNav34CdpTnGl08CYGFhUaREE+CPP/5AJpPRuHFjg3BQdvY9cnNjC65r/d3k5sZx8dJQAJydO2NmVrzhUBj//PMPFy9e1H9etWrVwsvLq0y5aS1atKBFixal6iuTyTCtoMS0grLU4/+HxyM6OhqdTsdHH32kz68qjPLlyzN27Fi+/vprjI2NOXv2rIEXLC8vj4sXL9K3b1+UpkouvH2BXG0uWp0WC4UFZ+VngH/A0hnciiZJnzrdCYCwMCmUXbPm7zg6tCz1/IVOx+127Qza/moso/Pkn0s9xr8B/xksLwlbt2597P4rV668sJp3pbMLSucnh1j2XI1FYSTDytSYzFwNras6P5Wl/6rwyR87yExJZumotwEIPy2VAPvWbcAbn3xORmIiORnpOPsUX2osdDqu+0n07OW3/lOEgn/VtVXMPTtXv31+8HkU8pINm+cBY2NjPv30U4QQ3Lp1i61bt9KnTx+9sSJBg6mpMbm5Gtq3b49MJiMrK4WbN4+yb99pcnIM59i3byscHQvyX2zaepO08pp+O35BQeK13Ey6Raxfv564uDiSW6fT79QGqCnofdIDK5UCI3TUtTpPlcp3aOQZj1YNq1Y60LFiJZr7NNIbLCY1pXlYBDqx68YRjORG5Pmb887RaRw6KYXD6rj7sTv8KFFRUXqCuTlz5pCUlMSSJUsM3oe5wphxbZtiaSqFOR88eMDEiRM5c+YMDx48wMjICHt7ezQaDRqNRn+8l5cX7du3R2500WA8U1NXrKwKKr/i43cRdHAX9er+g5VVZWQyKTyqy9XwYFoIxs4WmFWyxeZMLq5GtsTKU7l8+TKXL1+mVq1adO/e3WB8jU4w+9ptdvy8kOhLF0i4ehl1ehorVqxg6NChBn2HDh3KqlWreBRVqlTh+vXr+u2IiAiDXKbC2LBhA/379zdoExoNyGTIniHR/38RNWrUKNY79yi5mlKppG3btqxdu5YpU6boyTXXrFlDZmYmfQrJtZgamZKYl8i229s4c+Ohh6Xd12BW8NvNyYkmOKQ5j+LSpXdp3uwsCoVhtVHUtctcPRbLnYvGGFskUauLBusGb5CYlYlpbh75mUzLelszbcp+lKb/W0btfwbLS0J+6TBA3bp16dy5M/PmzSMzM5PatWvTpUvZPSjPG6PWnjPY7lTDFXtLE0JuJ/FO0/KkZuWhE9C3XjnclE/pXdBpQf7ibpZWdvaMWbWZ9IR4bBydeBB+A4/K1ZDLjZ5ouIlCcWmjYkTLChsrAD+d+4kJ9SY8v8mXgHy2zcDAQAIDAw32abW5HD5SHaWyMfHxvuzbt499+/YV6iEZCQpFDmq1OdapVbl3woJKbxeEaMyq2GHbsyJZJyNRx+Tp2+UWxtg8rHg4cOAANjY2RN2P4sE3D8iLzSPUNIyuzWsz4aO+tHK7jEe5obi4dGXz5s2cPfs2B36Yz4Pj0niyOirKdeyOJllF7HdnuBYXjqfSle8XzsPLw5P6njUJibyAWY2KEH6Uv0NO8b5HORRyGWZmZpiamvLbb4Zswkqlkm7duum3ExMT2XdpH4pqCvw7+JP5IJP0sHSiQqNo2rSAiCsyMpKDB0fiUa7gwV+l8tcoFNKDxK/6fK6FjtfvO3O2h/61hYUv1atI3wNNfDaZ8dlUxh1zYUqsyUV9vwsXLhQxWG5kq1h49SaJPy/AzNUdKlSCi2fRlVBCWtJ7Lg4DBgygc+fOBm2NGhUNZ12vIZXqvg4kcq8cQkD0eVCY4+hSvVjvXHHkarNmzaJx48a0aNGC/m8OJnjvZXadXE+9gKZ07NhR30+lUREwIgBtthZNqhQe2r59O/fvSyXdY8aM4Vro2yVOT6cz1Go6uHIpF3Zvx9isMcrylng2X0AGkHH6Sz5jHupZ37D7t3e4U8+IeZ/9b36+/xkszwAhBDdPHkeVmUHNdp0f27dXr168+eabZGVl6RVwJ0x48Q87gISE/Vy+MgojI0vq1tlisIrMR1hMuv710MY+rAyOYPfVAnf5lH8KmF3nH7ipD1FduZ/G4kO3+LxzNbwcipZhGuCrhzfb7ouh1qDH930GmJiZ4+gpPWh9AoqqHJcEubn5Y2/kwQOCmX9uPnvu7iFHk0M3324l9n1ZMDIyxcKiIs4ud0lM9EanM0Yu16DTGWNukYqVZQqWlil4el0jPq48yUeac+dcBr+eO4KdqwW+tZ2pVNcF+wZuWDVwQ6tSI9OBzNzYwLsWHh6ORqMhbnEcnft2pkHTBtw6e4vff/kdC4eKrFj+C6f2T+Rc5gY+HLuNXl39MLY9BEhkcimxYYRvX4bNndoYKU2IVyXjZu3MH8N+pPrI5nz783ZC5g9nn51kCH958iKptRsztaJUEm1sbMygQY//zlTzq4bLBBfcLd2p4ViDE7dOILoJrOdbE3wmGJe3ZQzyiSYrwRdXV6ncPS+3CiEhdfn+u7WcPv0RKSkprFixgrffDiMqahUJiQdISzvLzp3pBB3IJDLyHllZgbjZutPAJYBJgz7C28WTik0r4ufcmhUrVuhL/osrrbae+DWOW/ZjZO+I+sY1kt8fxMGkdIYV835K857zUbt27VL3fRUQQkdU1ErCb82iht8CXFxe/QKNTW9D2MNw68S7YFG6CsfatWtz4MABJk2axJdffYapwoJGVTrxTnfDqq7wlHASdyeiTiooPf/rr7/46y9JhX3QoEHodCqDY0xNXbG0qIiv7yeYmhbKN8xOxjouGG/LFNLVB1ClGuYX2pJCv/tbcfPPwDWH/1n8Z7A8A/YsmU/o0YMAVG7YFHNrm8f2l8lkemPlZSE7+y6Xr4wCQKvN4tKld2nS5FiRfoUjP7FpKja815Cfj9zm6E2JpGxoYx/qeNsxZsMFxrUtUGgeseYsMWkqAr1sGdWilCEt9b/zF2VtYs3URlOZ2mjqq56KHjqdDifHxezftxKdTk7Vqkdxcr6HWm2CsXEeFuY/YmGRQlLyNZxd7qLsOIW7e2ZgbgMu5W24fOg+Z3dFIDeW0evTOjh7F/8dzszM1Ct3//zzw7j4u2AsjFm6dCltWpyifGUZGzanoNHl0HdQCjmKW+QbLLbRtTA/URW1cTaOQ/3JW6RFkMexqJUsWXOZ7ZWl8JvsYdKqyM2Ff9ayOSeNyKuX0GrUqLKzyNNoHwmHFSAqMwqA7hW706NiD6Y2mkpseix91/fl8uXLhJHEX6kmDHlorAB4eX1F584NcHO3oWJFJWfOpJCYeJjoaLh953uEkErvb93Kw9XVmI6dmuNboQtRUQksW7aMQ3MHc+nSJdzdpVyXbt26GcgT5GP+/PlcunSJmf17cdbIHG9zE4KizAgBAm1KNvS1Wi1ZWVklvufCyMrKQqFQYGJSMtv0q/KsZGRcJfyWlOR99dpHODt3LnW4OSkpidzcXH31X0n0CmWGKGCwpYS5lESu1rRpU06cOMGloCjCQmLwqeGAeyVbgz7+Tv6kx6aTq83F2sQaeTHaVN7e0r04KyucmNi/qVTxs+LnevJn6uX8Q72HNRfqt3ejqPCwaOH+Odos7wCOlUl3acZvR+X0uXYZT7+AEt/6vxXPpO41Z84cZDKZAYmYSqVi9OjRODg4YGVlRa9evYiLi3vsOEIIpk6dipubG+bm5rRt21YvR/86o27XAkKekoyV1N13Sfk7HF0hWfaXCSMjS4PtypWLPmy1OkHHH4+hTo4mYeu3/PZBB5pU9WD/1wOoGL2HrztX5Ks3/BizQSKpK6+NpmnTplhYWHD7x4F4hG2kW7Wiq5Pc3FwmTZqEu7s75ubmNNhVhf01foL67xXp+x+eDhs3bmTt2rXodMY0btyUvn0P0KD+Jdq3u0rbNrdp3LgbgYFvc/nSKKIi/TC1icXc6QbmDim0GVKdYd81pe071dFpBMc3l/ybyy/nHDDAkEcjXxwtPCKT6Nu2/PlnDnPnLqNJ3cNc31qdg7ESnf6p9D/ZmvAtGe20mFW0xcLOilwLDZY2dgyu3QSnh+7vmjlSiXKrvHQaWJlibm2DOldFbm4etra2KJVKrC0t6NaiKUFrVxjM5UayxDmx+Mxi2qxsQ/2F9WnzeRuuHrmKdSVr5CbyR254ZkRG9WfTZi/WrHFk6DvSAyw+fhc3w2fojRWAtWtOsGtXHN/O2cuIER8xY8YMdu7cSWJiIqtXr9b3q1ChAoMGDTL469WrF+Hh4RJhXi0/VgdUYEalciyoLnkBHU2Kz4PKzs7GxsYGpVKJvb09o0ePLsLsm4+vv/4aKysrzMzMqFev3iNhwVcDjSYDnU7NvchlnDlrSF4WGvpJqca4ffs2Cxcu5Ndff2XZsmUsW7bs+U2w31oYfRrGh4L50zHT1mzjSf8v69Owhy9efg7cy8llVXQiaWrp+2xmbIbSVFmssQIgk8mRyeRYWVUp2VgBSIkAC0cYIlWXKu7sB+1Dz025OjA1ET4IZtlhKRcvNT62xKH+zXhqD8uZM2dYunQpAQGGVtz48ePZuXMnmzdvRqlU8uGHH/Lmm29y4sSJEsf67rvvWLBgAatWraJ8+fJMmTKFDh06EBoaapD78brBybv8E/k8Mo9I8UqZwgjbrs+uK3PmzBlWrVrFoUOHiIiIwMHBgYYNGzJz5kwD/SCARYsWsXjxYu7cuY+joyP9+vWjYYPGRcY0kstwJIMLqz9GZmqJdZ2uyM2syYi+TtDaRVy5eIEN784GIC/uDv17TCyiVDp8SKKBUilIiYNbtmxh3LhxVKpUiZUrV9J5wHsccq1okFPwNMjO02CuMPpXJQW/CLRu3ZqbN29ib29Ps2bNSE9Px8bGBpUqlYSEq4A5zs5VqVIlAVMzKbHW3D6CjPtStYyRQk6Vhzw4iVHFPwwB3N3duXbtWhHxQq0uBIDMDB0Hjvnh4ZGOt60180ZKej+VW3WEQ6co37ADLu5uVGjQAJDK6K9fuYSDtzdtenRg7dmz1AMauzpxAnjvja50eJifsiHoCAqNGg87G2wcnbkW9YAdR09wNTSU670HYPrwHtHGqw0/t/2ZjUs2snj2Yv0c/Rr6MfCrgVwIu0AtlQwcpFwtY2MzbG0D8fNrhwwZWk06ULRCBCAp6TA2NjUM2h6nFl0Y27dvJyMjg7feenwJdWG4ubkxceJEateujU6nY8+ePSxZsoRLly6x66fNkKrGItAJuVxO+/bt6dmzJx4eHty5c4d58+bRqVMntm3b9kpz444cDTTY9vH5kMyMUBKTDhIbtxVn5444OT2+6Lawsvdzh0wGTlWe3O8xSPx1GQnz5uH4wfvEvzOcNmdvApCu0TLGu+xcUkKjQ5uWCzIZxoV5ra48pGbwaQZVu8LxeZAaCb1/ByTOrT9nFSxGK9YtKlL6v4CnMlgyMzN56623WLZsmQGpVVpaGr///jvr16+ndevWAKxYsYJq1apx8uTJYpVehRD8+OOPfPnll/oktdWrV+Pi4sI///xTJMv93wZjZwspOe94NNYty2Fk9WzigN9++y0nTpygT58+BAQEEBsby6JFi6hduzYnT56kRg3ppjpp0iS+++47evfuzdixYwkNDWXhwoVcu3aNvXv3Fhm3h9VtzuVm4fbWd5g4SSs/68COgI74qwe5FhGDkZkV3ne3QimUSk+fPs3GjRv5/vvv9bk6b7/9NjVq1GDixIkEBwcXmUNZUH1qwXtYPrQuras+vDnc3AvZyVImvqk1uPo/9erpuWJNT7h9EJRe0GYKBDwfanJXV1c6d+7Mrl27+Pbbb6hdZyeWlqkGfW6GyzE1K3B/G1sko1XZkZejwcS84BagztWi0wnkxeiU1KlTh/379xMdHU2VQtVT5879BIDS1ojLF29x69Yt2rxZUCnBzkMATP1GInJLGjiQPPVdqlXz4GBQEHIzKRwSGSnpzCxcKBHFjRs3jgsXLjBhwgRGVOqMr99kZp38jLNXrxGTJSVHRySm8Hehe4SJkQlNPZriOcKTHq16kJCQwI4dO4iLi6N3+d6MaTyGM2e/RQjJYGnR/BwpKac4f0HyEsXG+QAgNzKnfr3tZOdEcPWqRCJm/dBYSUpKQqvVEhkZqS8lzyfrKwnr1q3D3NycN98svdjfN998Y7Ddv39/KleuzBdffMGar5fSvXob0vffw2F6bXbv2W2wgh88eDDVq1fnk08+ea4GS2KeBhngYPJ069zY2B2oVBH67eycyJI7P4SJiYkBDcTrhoR58wBIXPIzZwLqAZInsqX90zEPJ668Ru6tVABsOvjoZTdQekFaJMzxgtyH+YZXt0Dv39k6dya3zpw0GOdJ6Qn/VjxVSGj06NF06dKFtm3bGrSfO3cOtVpt0F61alW8vLwICQkpdqy7d+8SGxtrcIxSqaRBgwYlHpObm6un3i5Mwf1CkZUIa96E4/PLdJgmPhsA8wBH5BaPL4Hdm5iG66GLuB66SIam+BDSxx9/zL1791iwYAHDhw/nyy+/5NixY2g0GmZ8PJW0vRFE341i3rx5eqHCUaNG4T7Indrv1Wbfvn160rrCyMzMAMDI0tag3cjSHmRyZHJj3Cx0nD1xhEGDBhnE1N9++22srKzYtKmAoG3Lli0YGRkxYsQIfZuZmRnvvvsuISEhREVFPf7CPQEjmhd4qx6kPkxcC9sB6/vCP6Ng40BY1Q12jC9hhJJxaf9ufujXlfO7i16np4bxw9VSWiT89Z5ULfWckB/bl8u1RYwVaX87NBoTtFoTmje7StvuP2JsYszf886TnV5QFWRmpSjWWIEC5tXff5dWdBpNFidPdWLXrnSMjKBmTTN69b3H1C9dmfiBDz//8A1zv5xMl1rSg75z/dqs/m0ZZ8425PSZblSush+dEOw5fYKoqCi9ArOxsTHly5enefPmTJs2jQEDBlDOSxIxPHfvPucjH2Ck1WBjJiUdGmq+SPD29qZt27YMGDCAdevWUaFCBdq2bUto6EcIsUHfLzJyud5YAcjMlEJK5coNxtq6Os5OnWhQfxfNmp7Wc2J4eHjg4uJCvXr1CA4OZsGCBbR7hP+iMJKTk9mzZw/dunXTl8A+LcaNG4dcLuf4vbMA/G13kIYbGlJrTS06/9WZ6ExJCdve3p533nmHGzdu6CtSnhUnUzOpceIqfieu8vv9hCcfADg4tNK/Nja2MzBWABTGr2fJrU6Xi1qdhlb75Fw7y8YFlVg9MxKJbRVIbKtA/K2fUIBQ3HlzNHpjBSA3PKVgZ/OHBRo6DXjUAYUFjJIEZx81Vur36MP/KspsKm/cuJHz589z5syZIvtiY2MxMTEpQjzm4uJCbGzxMbX89kddzY875ptvvnlmcbMyY+NbEHUSbgdB09I/BF0/q0fOlUSsmxXPRlsYQ67c1b8eE3aPlf4FD+XEnERGB42mnXc7GpsYhnUqVaqEX7XqhF2+RsahKA4Fh6LRaAy8U+vC1qGpLsVVN/7yPd2aBoBdgUhXy5Yt+fbbb6l8cx3fzZ6JyZ07HN74B19c2sGwatWYrDpMZMVGtNFo9Myi+TAxMSEwMJALFwqEGC9cuEDlypWLJAvWr18fgIsXLxZx9763+iz7Q6V8p5/6B9I9sCC5Lu7ubQ4u/4VmA4bgXqUan3euxoetK2Ikk2FpaiwZAH8Ucrm3mQZBX4Oq7Mbsgd+kcEL46RPU7vScKoEGbIBjP0DQdKjy+IqyssLPz4/du3ej0ynIzLTDykq60eXm2uFZbgL+/oZeSjtX6PlJbbYvuMCfkzfj4mMK2D9WB6pWrVoMGzaM5cuXo9Fo8PWN4kTwZY4eyWLAAFtqVp1AVU8V8dEXkdufBJZhkt2ZnHRXdl64SkDTONzLfwNIBlG1amYElHNjxZ97uBH7lj43Iycnh5UrV9K8eXN0Oh2rV69m+e+/c2nHn3T0r0Tvun44e/mwKfQue/ftIzk5+YnXp3fv3ixbtowjRw9ToY49N6lGNa7pk0B9K0zAyakdNtYpQH2sLCXRSClJ3jBksHv3blQqFWFhYaxdu5asrKzHnnvLli3k5eWVKRxUErLO3cfOzIZLuht0qvYBANYKK0bX+pA5p+dwMPIgg6sPBgpCKcnJyZQr9+R7z6NQZaoxMpGjMDHi58h4vr5dwP76RXg0A9wcsDB6/Ho3wP9nMjPDsLCogExmzrr13fDwKNC22aKqRccsFZUtSw77x2fHo9VpcbN6MoHf88D5C4NJSZG8vzKZEaYmLqhyH2BlWYX69XcgeyQXxfO338g5fx6FuzuKhyKfTwudqqCMWeFmiVmVQr/HOkOkv2Lw0aotnPpnM6f+/gOA7LS0Yvv9L6BMBktUVBRjx45l//79rzS3ZPLkyXz8cYEMfHp6+ouNdQL0WAILa0P3JU/uWwjGtmalMlYeRaracAU+9cRUQpNCCU0KZbi/IXurEIK4hHh8zaUfjMZUWnHnJ0oCrOu8jn/2f8k0rnPu1AnY94WUdPYQHTt2ZMaMGcyePZu6dWrr20faOzBWq0V98ACXt0rleM7FVDq5ubnp9VCGDh2qX/mWlGPy4MED1Go1s2fPZtWqVRLTpLkdlgHtUDbsw9mIFL3BYkCiNXNukbFqbz1ERS9PZtQZQ2VTGQQvIOf4AswBtaUTZaV2e2/Rcs5s/4taHZ9z2XKzT6DJuGfmoYm4nIi1gxkOHtLnYGVlxRdffIFanU3IyTX6fu5u/kWMlXw4lrOi1ztW7FuSTvht6aH8Zeg95v2YRKuqzkzqWLXIMb/88gteXl6s+G05f//1AA97J3q+9w7B9h35YL8lGq1Apa6Fk0ktPq7zM3kWuzD3llapJlZqKKR9o82TM6BBTfZcvUlISMEKcezYsXqBQzc3N8mjsG45t4KPojQ3483PvsLLvyYbu3aTKqRKEKkrjHzBOh/vb/nVOoDLmSpqibNMs/yTenX/wchImpdMdvaJY7VqJXkNOnXqRPfu3alRowZWVlZ8+GHxgi3r1q3D3t6eTp06PXHsxyF+yUWSw+NIzk7D2N4EJ6T7b33T2pjLpdf1XOvp+0taUZTq+jyKxaOkysfqTd1pNaiqgbGSD1ECd0xhyOUKbGykHMfExEMGxsoCPubUvUxm37tOTMuaxd4nHmQ+oMOfHQB4q9pbfFb/MUmphRAWk05yVh5NKjo+ufMjcHV5Q2+wCKFFlSu998ysG3oRz8KQyeVYFFrAlSXHMB9qtZqaNWsSFhZmEEIvDuvWrWPQoEFYWlrqjXyFmRmBXXty/uYt1NfOUamYPMX/FZTJYDl37hzx8fHUrl3wQNNqtRw9epRFixaxd+9e8vLySE1NNfCyxMXF6anpH0V+e1xcnIF+RlxcXBGSrHyYmpq+UJ2bYuHgC1893nK9P348Gbsl+vMKO3dgWkbm2q21KtL9wi0ARnoa3mgm15/Mue3nGFVzVJHj1q1bR3R0NK2/+4SUdwOpGWEJX8CJEyf0N9iAs+uI2RUEQHSGDnyLxt19fHxo3rw5vXr1QrZ3L7sPHODX5CQcjY15y86OXJ10k4p7/wMSJkxA2f0NTLykOjszMzP9g2HkyJHs3r0bV1dXPv1UosEXQkihKXd3bt26RU5ODoMGDWLz5s0MGzaMunXrsvvgUbZtXou3STbTv92in9fIkSNx1OXy4KZUkql0cqVx37cYOWoUeU6uRFvbEp2SQXOr3tSzsWS83Ulap5wGYLjWn6J8oY+HjZMzbYYVvc5Pwt3LiRzfdBOlswUdhvthWlwI8BmMlQP3DrDj1AEqHSxIVJTJZTh7W9N1dE3MLMwxM3XX32RzVCWH3TQ6wSWXitQfFIbbrn58ljeMeNGc+NgMrsdmMKSRD65Kw0WJQqFgQueRvJvTWt+2jTzOo+JOQhajWvjy94X7XEuqxuzTE/mlqyMebfIIDPrSYJxvJucSdDoauFVkXvPmzcMqLpKIhCRW75PyX3qMK1DenrBpJ4A+vNKhQ4cSWWHz0bZtW2QyGacdy3E5UwofXpDVpUd2XS5q5Lg+8pGEhk4kOGQVjRoefGxSt6+vL7Vq1WLdunXFGiyRkZEcO3aMESNGoHiM1MOjyNevKRxCyovM4KfgVQgE3/WYyXzdEjRyDXsfHCQo8yht0hpQ1V4yMqOjo1m+fDkBAQElahKVhMKGiH9LaaEV3KAaM28/YFdiwf3PqIzJ7nl5ifrXgTVXcOpygee16vGr7KtbGW9zw3u6i0WB172cVekWfVqdoNNP0sJp0cBaNHW1Zd1UySCu29mHBm88vvDB3b0PYdclw0gmM0GIPIyMLGne7Dxy+ZMfl6XNMSyMhQsX6nO4HofMzEwmTpyoJ5LUv2etlrlz5wIyqFaXjBfMvv0qUSaDpU2bNly5csWg7Z133qFq1apMmjQJT09PFAoFQUFB9OoliTDduHGDyMjIYlkXQdJocHV1JSgoSG+gpKenc+rUKd5///1ij3ldkW+sAKhjY8tssDSwtSKmpaQz8eiN0tPGk1NvnSpyzPXr1xk9ejSK6gHsrdWcw5fvENmyNg0aNODbb7/Fw8ODVpfGEpag4f2dKhRyyFEjESbVfUc/zsaNGxkxYgQ3b96UXMjvvUeXr75CN/9H5iXE07dTJxyFgNWryJPLSVy8mMTFiyn38xKsW7VCpVLpPTqNGjXCyckJR0dHPZnV8ePHyc7OpnbVSty6dYvDf21i67EQpkyZok9eHDVqFBMmuDNv3jyuXLmir0Br1KgRjRo1Ik+VQ/zd2zh4enPu4iVysrOxamsYXjmTnsXAgO9xzU1AqcnkpoU3Lwu7f7mC0AnSE1Usn3ic9xe1euIxablpZKmzuJV6S09IZ2dmx8HIg1S0rcgv7X7BWG6MSqNi/OHx2OQ4UqmQnJnQCeLuprN/RSgdR9agcePDHDwkreQqVvuDLguOkZyVh04IvOwt2DxKWn2FpGbS59JtENXoU/8vdh2Twki+TpbIH/MwSvlTKn0293ck50oibzb14bvj1xndypdPO1SlvZ8Lby4J5nZqOUbttWTjQG+ik6RjzXRDKJdXhU9anGPomADO77vHiZNHyM1L4n5SBEmZUnhn+jrJWK1WzRvXKg4c3XmRqjUqU8uvLmFhYZw7d46MjAxMjUyoe8oBI20D6vbxYVv8cW5F3iEgIAB7e3vWrl2LkZERBw4cwLn3W6yVFc0r0BZ6QF+89K7+dU5OJMnJR3FweLy+T05OjoFyb2Fs2LABIQQD+w1AqHXIFNLqfNGiRaSmpupF9h5lP01JSaFWrVoMGDCAqlUlI2T3mZ3sOb2PluUb0DK2Ml3L/cEy3Xrm/PYTZjEK8lxV9DrSi/j4eM6fP09ubq4B3URpIZPJGP1La4O2ChamLPeX6P9T1Rq0AsyeEA56FO7ufXB376P3UrzhHMG2+FQA0jRa/opLYbyP4aLWSG5E8IBgdEJXaop5tbYgudzL3oLM5AJitsT7JVfBFUab1rf1hltZqxA//vhj1q9fb8CF069fP/z9/ZkzZw5r16416B8fH8/06dOZNGkSU6c+nt9p5syZWFtb06pVKwPF8cK5gwB2dq9BkcELQpkMFmtr6yIWoqWlJQ4ODvr2d999l48//hh7e3tsbGwYM2YMjRo1MqgQqlq1Kt988w09e/bU87jMnDmTSpUq6cua3d3di6VKfp3hMX8eCT/+hGnVqlg1afJUY5TlBxIbG0uXLl1QKpU0nLeYS0ZGNLaVwgR//vkn/fr1Y9gwiUPTSAYfNzLhyD0NNxJ1cN+Qhn/JkiXUqlXLIN5t1bIlrZf9xj/paZwJCqLi4kWwehU5jRrB+fMAPJjwKVXOnSUmJgb3QjFcNzc3oqOlJMCczAymffg+MsAoQbpJP3iYdPtoFVj//v354Ycf+OOPP4qUzJuYmVOumvQ9W7duHTKZDLM2kqt9V51KzLodQ12lJSlqDasfQOxDpsigpHTaOLzYrPncHA1CV/Dwq9e5GH2X08sg+hzkZqDy686n8cc4fP9wkW7V7KuRpEoiKTaJWmtqsb7zej48KK3g080TCaq4hja3BoNcULdTeSKvJhF5LYnNs88wYFqDgjl8UxBqsTI15kxEQRJffVtLHBXGJKo1fNK6Pgu7lM5j6fpZfWLnnCbnaiLIwNrZElcbMzacjuLIzQRuxhY8FG4nZBF1t2AOlhbl8W7bD+/O/chTaUg7fpRVMQtJziyepyks7B7J/iqs6loTfucOd29EkpOTg1wux9fXl+y4dOQyOXU8alCHGtjLbNhgfYgzZ84QFxeHVqvFzc2Nr7/+mkleBYJztsZGpGq0dLc24XRMHDY2SmyMjcjLSzI4v0wm3R41Gg0ZGRlFHgSnT5/mypUrei4agJycKEJOtsfKqjJr1lzD08WD8ntkRO89gftXjZCbGTN37lzu3bunP+ZR9lNbW1u6du3K/v37WbVqFVqtlooVKzJr1iwGpDRCLpOTfS6OMW+NxtJOsCRyI6su/I1KpcLS0pLatWtTvXp1A6HH5wVbxbNxjeaHVH7188HNNJqlUQmYymW871n8XK1NypaobKYwKiIU2/OT2kTfTMGtom0Z5vl0dAmNGxcNx1SqVAk/Pz/CwoqS9n322WdUqVKFQYMGPdZgCQ8PZ/78+fz9999FDJRu3bpx48YNAgICaN269SsTr30ZeO5Mt/Pnz0cul9OrVy9yc3Pp0KFDEdGyGzdukFYoMWjixIlkZWUxYsQIUlNTadq0KXv27HmtOViKg02nTtg8IVadkZRI3N3b+NapX+yPwn+VPy3LtWRhG6m8U5uZh06lxdjeDFmhCo60tDQ6depEamoqx44do3r16gbjeHh4cPz4ccLDw4mNjaVSpUq4XvkZ9zdnUMnBiJgMN8wfpGPrLj3I4+LiityQrVu2xPajMfDZZ2gRmH8yAWPg1J49NHt4M1R4eBgoleYjMDCQQ4cOkZ6ezqHfl3Ay7AbejnakZkkrnnzBusJ5NiAp7oIUfiwOd7JzaXTiMgnrN2LsVxMjV3fONKqOp5kJf9aSkiXjc9UkqTXsTJC+Y9cyc8pssKh1ggNJaTgojKlv+2R24qRCq7faHb2p07EYz86ugti02fUdWDg5gJWhe3dR60V423gTnx3Pu/ukFf/AXQMN+txyPEe5tMp4plbj0tF7mJmYYmQsx9rB3OA71ScQNl+UXmfmavCyL/AwmMrlXG1a1D39JBjbmmJZ35Wc0CR0Kg0Kd0umdK3OpfupZOZq8HWyIjkrj7caeOHtYMn1fe9i4wma5G7U7CV52y6ducqYkZ9w5eZ5snIzsLFwICMnGSEEd+/excfHh43XNzLq3VHE/RmHtYs1slQZFtYWZGdn07t3b7Kzs7mad5Xxu2az5cqeEuf7xx9/0LBhQ/potQQlpPF12F3yUlJQGhkTezuS9339yP57MbrMDDySPIBoQk5mEZVVE7/gQ4wZUwMhBJ6envTr1w8/Pz8sLS25cuUKK1asQKlUMmXKFP35QkM/RYg8Ll8+z7Vr9xnXe2TBZ/LwX0RExBOv85o1a4pt16SqiJ0jFTwYO1rQt2NPEmsXfOa+vr4YGxsTFRVVoufndcHXFT34umLJrLXpifEsGy0tuHp9MaNMMhuF4V7JtggL7cuEEIK4uDj8/PwM2k+fPs2qVas4fvz4Ew2kcePG0apVKzp37lzEYLGysnqtS7+fK8T/ANLS0gQg0tLSXvVUnog/Z08Vc/t2EWEnjhS7v8bKGqLGyhr67bifL4qoSUdF4rpQfVtOTo5o1qyZsLCwEMHBwaU+97XgfQIQ7QMHiEUjg8SikUFi1ecnRGaKSnTu1FmYmJiIGzduCJ1OJ3RanRBCiB49egi5TCYO+/qK0CpVRVNLS+FsaSniroeLtL17hU6jEb/99psAxO7du/XnOnnypADE999/L8b26CQA0T2wunC0shBVy/uIhd/OFoBYs2aNwRx/+eUXAYgaNWqI4vB3bLKwnfWTAIT12MniYGLxn3nnszeEy8ELwuXgBRGSkiFWRyeIz25E6dsislUlXqc6wVf1/VwOXhDxuXmlur5ajVZ/3YrFta1CTLMRYpqNUM+tLN5cXlP0395fNNvQTP+5P+mv9abWBttB94IMTpGXlyoOBFUQB4IqiLk/uAmg2L+QkBD9MbNmzRINGjQQjo6OwtTUVFSsWFGMHTtWxMfHG4wdFhYmhg8fLmxtbYVMJhOAsLS0FCNGjBBZWVlCCCHu3r1b4jkB0byJq7C0UAgHGwfRuc4Q0aZFe6FQKPT7V6xY8fB95ImAgAABiJ49e4rff/9dvPHGGwIQy5YtE126dBHe3t5i1+drxIJe08RP3aeIn7p+KZZ/94tYvny5AIS5ubl+7jqdTkybNk1MmzZNfPfJJ2Lp8OHC5eAFMS5onHBxMS5xvnfv3hW5ubli7NixIiAgQNjY2AiFQiG8vb3Fu+++K+7evWtwjdLSLosDQRVE/wG2AhCXLl0q1XfnSTh06FCJc9w0aIH4dups8d033z722g8fPlw/3pAhQx7b9/79+89l3qWFtpjfTVZaqpjbt4uY27eLWPHx+y91Ps8Ta9asEYD4/fff9W06nU7Ur19fDBgwQAhR8Lv5/vvvixy/Y8cOYWxsLK5duyaEkD47S0vLlzP5l4CyPL//0xJ6yajdpQcRly+gdCqeBfH84PPSLeMhLOu6kheRjpGt5LLXarX069ePkJAQtm7dWmJuEMA/38/k9tmT2Lq4odFqWbxzPybGJjStXlD9kpGkYuVnJ6hs3I496j3UDWxIc7/uWJrZcD/6T4LvRjO8loIW2zaSaelPx882cvL396jTtBOTpowj9uhRfvjhB9q3b0/Hjh3RCR1ymZwGDRrQp08fJk+eTMWKFZHL5ZyPjCY5K4ctO1bSoEED5i5ZyoQJE7CwsKBOnTrs/Wojk//4BmO5ETlZ2UXeT1KehlGh91AF7QZjY8xatqdVIc9JeHg4U6ZM4fjx48QlJSGcXDFr05HuqreRmZmjjX1A4kDJXexTzPUaPnw4y5Ytw15hzN2LF8nZu528i2fwSojFqRTZ/vJH4vqp2XmsDrmHWqsjO09LVbkZfQAC38L4jUX8KS/or9VpORB5ABO5CabGpoQ8CEERtpO6D66xs1obtqVc4fMGnzOgqkSNfynhEt7W3tia2RqcM+Je0Sq2jz76iHr1CipINJosMjJncvWqLxUqfMy5c+cIDAykf//+WFtbExYWxrJly9i5cycXL17UJ/nNmzeP33//HUtLS3r06IFMJmP//v38+uuvXLlyheDgYBwdHRk3qD1Wt2NxqxTIZA/pWlU4s52LB05hbGxBVnYsP/1uTrUznWjyS3+MjAqyXvPLhOfPn8+1axIz74gRI+jYsSNLlizBzc2NYcOG6WP4nWYVFfz79ttvAQz4UfLyJL6Ztvv345Ak5cp8qjEmcPA+uq73KjLGfedpDKlRoKSbr9r7JNjY+NOq5Q1aNFexYf3z1w37cMQHVHoglbta1HJCaAVVssvT1MwJmzE1cCtXtLR2z549rFu3Tk/qCFIi+6M8WuJhYryPj8/z0+spBXw+26l/7etkyYGPWyCTybCwURLYoQvRN8IMZFCeBrrsbO6+2Qu5hQXl//rzWadcauTnGDZq1EjPNQSwcuVKrly5wpYtWx5ztPS9HT9+PKNGjSriRf//iP8MlheIqFHvk3n4MD6bN2Hu709KyiluJw4kcIQxVq66Yo9RPJLhfc/dnHM9vMhVa7m68QLnN/3IsW3b6NatG8nJyQZJXDsTUjkUKFHed9ryG3GXz2OenYGHiQ37g09z4140g1tNwt7ahQrKUJp8+i5rvpTI+Sq6B/Bxj4XsOruKY6HbyFKl42DtyqzWpnSu1ZXFM9OJSV7HrnOrsDCxITrpNmPGfohCoaBdu3Zs3LiRs7FneWevlMgbqAvUc2Rcv34dALnChG8+GUuLFlIi486dO+nbt68+QdvUyITPW45iYcgaLEwMQ0UgMWwq83KJCz6MSd3GyJW27ElIo62DDTHR96lfvz5KpZIPRo8mKE9GcEgIWSt/QXMzDNuZPyJX2mEzWWJmbmZnRX83SaTu0Rv6vrpV6D3nC3aeOEqn7j3p3rBeqbL9CyMhI5ePNlwg5I5hXsRPil+oq6rKBwlZVHYpiM8byY3o4NNBv93YvTHUlfRWGgOzHhm/plNNioOn5zvExPyNWl1w3nr1fBk0aBAPHmwi7PpkMmPMubzMh8vcxr1hb76d0xdPr7e5fWc+1tb2DB06g0aNGtG7d2+2b9+uzzNSKBQIITh58qTevZ2UlISHhwchISHc33+AjDFj0FMFnjqN3Y/vozI1I+nQbmysrLB3lqpF7OyMcLF05NK0PbT/YRBxmVK7+nY6Op2On376CVdXV2JiYqhevTqXLl3i3LlzjB8/Hrn88Qmfv/32GwDvv/8+W7ZswdfXF39/f9q1a4f93gKNnc4hh6m86DL3kzYQGfkb6rxkBBKdQF2L0iVoFge53Bi5/MWInDZv04LIPyXtorQbUF3ZCHt7JcpO5bGwtCxWsXnlypXY2NjQrVvBQiU/kb0w8hPjnwdnTGmQvHYdeXduU8+pEWcSJIPSydowl6rNsOdTeKG6do28h6E4dVw8Cpfnn9/zKArnGOYTaYJUVDJ58mQ+/fTTJ9JxzJ8/n8TExJfPO/aa4j+D5QVBCEHmQ6XP2OkzKL95EwmJBx7u03AtdDwNG5Qce89Hj8UnyCuU+R57Vkp23b59e7GMtS4HJfK2ZC9f7uzbw92ICEzD7+FXxZ8x1d+nsocUB869dI510wwtdh/nqnzQWaIEb944Be/6lbC2EfwxW8onSc6Mw87LhKZ2XWnW1BbzrAv8eSGRXbt2sWGgM2LcaADUyWo2TNuAs70z/fv3Z+3atZiZyTCxzKazQzJ5kZGYeHnh5+fH1atXCQ0NJSUlhWrVqqG9kMzXHRbRqkbxdOdTEsIZrFLRb+AA9gFDr97FXmGE69/rSE1Npc/aLSywkAwRZfOOIHSo9u1Al5GO3NoG83aSh+XHBlWpaCHlSBV3Qy9rtn9hXI1Oo+tCiYXSy96Cf0Y3IT5DhdJcwTsrzvDPxQf8c/EBN2d2wsT4mfRHi8DM1JXmzU6TlXWLixclPpP09MtEhh/lesRnGBnJuLXNR9//wUkX7tX8hXtRvwAQEwM3b36Nj48UJy+sk5NfZluY5NHBwQFvb29u3rxJwuTJPJp1dqNRdYJi4ul2OoSurapSu3YyWzans2yOD+Oq38M0zYSkrIJk4D07dpPwf+ydd3gUZdeH721JNr33CoQk1NA7hN5BqSKCiEoTUNAXBFRAiogUBQRRVFCKIL0pvRMILdRAGoT03rPJtvn+WLJhSQKhBNEv93VxsTvzzDMzu5uZM6f8jjxPX0Hj5+eHr6+v3kMSGRnJ3LlziYyMJDs7W98apH79+vTu3ZvMzEwiIyORy+WcO6dL+L1x4wbGxsa0atUKgs+SvWcvypgYjKv5IDEzw8vsPbw83+OWvz85AwU0tgIOMjt4/tZfLxxloYJClRqZRIxELOZWdjDdVk8vNwciMTGRY8eOMXzYW0/MCdy4cSMikcggibiy0BYVkfzgu5vqf4NPWo3l4y5+9K7/fOJr5WFSpw5ic3NsR77zUoyVR3MMHy5IWLRoEUqlksGDB+vzmYqrxDIzM7l37x6urq4oFArmzp3LuHHjDBTd8/LyEASBe/fuYWpqWinJ1a8qVQZLJfHwBcTjx9UA+NaYjpVlINF3v8PFuWIuzrUjm7D4YDgJWQoSswtpOXE5eye2xrSMfh45ag39rkTSysacWUEfEd62MXu//Zrxv25Bq4VfPimp2Ij3HsaDh0nqWh/jelZJCa6b7CoXQ3w4eTYNMSq0eGMuTmHB7x9haTeNnQuDea2gG1jDeBeBRnFilgQrudXoJ1b4eJK6NxVtkZZ16xey5Mu1yOUips9w5PPPkvk5ZT+boiZRLSGfvxr5YiWTGiSjbc85gVarxcnFmaKiolJ6Oxs2bMDc3Jwf3h2OsVyO2/GrZKg0xCToKk12qko68vrIjbhmaw9iMSJpiecqrl19pA8SmPUX9OHDDS7oT5vtX4wgCKw9e0//fnz7GljJZaw8Fsma03cNxv51I9FAzfdFUlzhAvDJJ7/ygeJnxGKoX8uKts5ZeNhaA/DGoE9ITtxMhvMBcnK0aDQC8XEqtmwZj0QiISgoCACtVomDg85A7tPXi7fftsHGxgJl0WSioiKRmUlYMFLNqK0SXBN0P6z0D9SYZP5O6PYotFot/d5shbv3ET7qOIAfTuzh75AT+mOs4+TLjeQIghNCOfy1TrjL1NQUrVbL6tWrmTp1Kunp6aUM9eKE17fffpvevXvrDZiH+x0BBtVvVr17lf2ZIcLqT93nJnuMfEm+WkP1Uzp5hwU13Rnh9vQCZc/KmA/Gk5eXh1gkwsfehnVbdzw2YfOPhR+i1WoZ6hqjU4MuRwdIpVKxZcsWWrZsqW/qWJmIjY1x++47Cm/dolqvnhz39a3c/cnl+F0src5eGRQWFtK7d2/Cw8M5fPhwqVDO/fv3yczMLJWECzB//nzmz5/PlStXsLa2Ji8vj4ULF7Jw4cJSY318fOjbt69BifN/nSqDpRIJuG14YxOJRDg59cTJqeINyVpWt6fl2IpdEC2lEg43KblQSx7cpDVqFZrsbAqzfkQsLRakk5LkICXJXss7nZtSc+cUTuSMIk1dg3hVSbjB1zsbb68ivHr0QGqpu6E3sDkAD1JMJM618ahnxIVrtxH3/57g7e/hfT6H/jUkBO4ay+EjeQR1NKdFCzPc3WUcOVEEvSFaUcT1PAWtbUrCIvlZWUx57z0cJFJsjIzYtm2bwdNeamoqhw8fZsiQIfpqoph29eh3JZKzgY0p+GMtLJ3L5kVf4+PkyKkzZxm9bzvvf/ABu+VyzCRidjSooTdWQKc/o9VqK+QGF8rJ9n+Y2AwFWy+V9G/Zcy2BKduulTnW2bLyquC02iJkMhFt2pjRtJkc98JmxEbK+PXEMcLCL3L2XDANGui8bW4EcXn8Tjp/X2JEOzpmMG26HfEJPYl/IHQa2ABGvGPDpo3ZBJ+NfzBSFwCy7eiAhYsJH72txilDgleBltcCtBRFL2H9+kxcXFyoE1hEVhZY+cXQLLo+Peu0Z2PsAW7cuMGNZJ2+y8yg8TgMDmD48OGo1WqOHDlCQkICKSkpTJ48meXLlzNo0KByPVybNul6BQ0fPpwmTZqQnZ1Nq1atSrWIKAunzz8jec5czIOCsHljcLnjsh/q8+UjfzkClkZGRvTv358ePXpgb2/PzZs3Wbx4MZ26duXs2bP679KAP4ayYfM2XMxFdJBd1vXXenNzmfMfOHCA9PT0lxYOArDs2gXLro/v1vxvQCtoEQQBiVhSoRzDiRMnlpLsSElJYfTo0YwYMYK+ffvi4+ODTCZjx44dBuM0uUV8/8tqgs+e5ecZy6nWuW5lntorR5XBUkEEQaAgNJWcg/ewaOuOeYvKcV0KWi13zp3GuZov1s4VU6kUBKHMpyzhQfauRqXC2NoGhDy0Kl1svmmdhiQ55+O29gjRm44Q13oM7Sf34fq5TG6fTdTPkSOtTniWjPNLIshKLqBJewtqRq/kpkVPTAbPYffu3fx19H8MHjwY6g4gW16L9Fm1afLaWDZLQa1dztsBEnys+tIw4ADHz0TRVa3gncAAlo1+l62urgQEBHBm71H2njhCbn4237t7IOTkluruvXnzZtRqtcFF1VgsZl+jmoT6uvN1Rjy7ln9LUNOSBNMZM2Ywd+5cfizns9uwYQMuLi767uKPo1hRuFjorizsHnTjFotAK8CpiBKFz9AvOmNt+nzduh+HIAhkZV1Apc7EzjaI8R/cY8zoHGQyW3KPxZJzMIbXPAfR5Zd3mDZtGn//XRKSDJjTmY1pS5jlX4R5zAFyTp9HoSidZ+XsJKVuPWNMGjtzV6kk4fcEBKVADQdHlvQ4wNcXvmY3u0m2lSDPltEkL5+wsEyGDQskN/cqx47msWhNDCfe/x37jv5MH7SYvn4dySrM5UjUWbQBZvpS91atWuHh4fFAxRPGjRvHlStXDDp9a/KU5B6NxcjHkmTzPBITE3Fzc2PSpKdvemk7dCi2Fbhhu5oYEdeuPiLR0yu+PistW7Y08Pr16dNHr6b66HdZTPiZXVxK1DKpuZFODDC8/BD0xo0bkclkBtIEz4JSrSWnUIW9+UtWIv8Hqf+b7gFvz2t7+Hbmt+wuJ8cQdDo7DRs2NFCLh5JS99q1axsYMw+/Tvv9FoU30/kj3RixIKZtgT9ONQy1qv7rVBksFSR+2mn966xdUZg1czHQRXkRXD30l77xHkDrN4bT7PXHX0D2R+9n6qkS6fJvg76lo5cu/6Mg60FugAiOdO8MD7mub1+8SsOuYzhXt8TbE7XkFuNWtafDW/6c2HSHm6cS0GoE0mLzyM0oBASahnVizCEFqy9tghmbEIvF9OvXjxUrVgCQmKVzvbj4N2HlypU42tkwxEqNxHMMfoFSdh/6ht9b1sHYzIJrjRrx08+/sGLlDwgSGcbutXFoPZRdEmhvcY+7d+9SrVpJIsGGDRtwdHQsVd0AEGhpSs+6tch80FrAzs6Offv2MX/+fJydncuUTg8PD69wImd52f6PYmYs1QtXxWcpGLw6mLhMXcsCE9nz9RB6HHfvfU909BKDZUHtbmJkpMvnsezgiVljJ5gPXXxb8/fhoyR+fxnn0YGIpGLkNmYEBbZir3CT+8PuE123KaM+PoGNtYTmLXRVQseO5rF0aRpr13mQKrdg2qQIRBIR5g3MCVl/m45NOlJoUqIselNpQdphXaiuRctUNBpjdu/OoYavlLx+n7F+ZzZqtZq+ddtxOymWI1FnSSaLlg/i/U5OTmg0Gr2WSvXq1XF0dOTKlStoC9XkhySRvf9BmO1sAjPvfgvAsD4dHhv+eBFIX9Dffmzc74SHzwKtOSYZkxGJpDh4+eDb1DAkmZeXxzfffMP58+cJCQkhMzOTX3/9lb59+7J9+3Y0Gg0SiYSQkBDWrl3L+fPnCQ3V/e7cvMZzNT8RIzc/Ah6aMzk5mU8//ZS9e/eSlpaGpaUlR48eZeBAw26/27dvZ/PmzVy4cIGkpCQ8PDzo1asXn3/+uV6kLC6zgNZfH9Nv86h4238JjUbDnDlzAAioW/KJ7ru7jyvndWrk5eUYlpUUXRFUyfkU3nyQSP+gilRiaYTUtnRxwn+ZKoPlGTBr5vzCjRUdhg3FTv/x2xMNlovJhg3bPjr+EQBXhl3BxkUXt9coVdjUqAkKXdWO1KQFRdbNOXet9DnsWHyZziNr0+aNmrR9oybZqQqun44lPaYAdapOnfOj5kYMqCUjpt1iduzYi0ajQalUolIriU64AYCxTEZwcDBc/h12j4cLazCJPgSAYo4b8RfrEOLRH3W/JTzaJaR6/iXyLEsrXAYHB5f7OZRqLQD069cPrVbL1KlTGTJkCHZ2dgbbbNiwAeCJbvDysv2fhJu1nOOfBHEyIhVHC5NKNVhsbVoRzZJHlj7SoO6BN8DVwhGlRkVWZArWkVlkbg3H2McKl0+bolU2Iv7ot1QLjMXR3objxwWatwCZzJ69+zKoUcOYnRo5+2ZEU3C/EO9PvNHka8i9kotxsjGFXg9JoSsLuXkkH29va94csg+VKoPMzK6YW+iMwyOH87C2luA08ieu/65rIKfVaqlbty4ymYz4+HgOHz5McnIyM2bMAHRNMx0cHMjaHUXB5RSD09u16yAiYLrVDvhyl26hZ0sY+deL+ZArAYlY54kI/ckD+BMAj9r1ShksaWlpfPnll3h6elK/fn2OP0jo9/DwQKlUkp+fj6WlJfv372fNmjXUq1cPiUSCVqul9ZsfkFukoVpgyQNLTk4OrVu3Jjk5mQ4dOrBr1y5cXV0ZNGgQGzZsMAjFjho1CldXV9566y08PT25fv06K1asYP/+/Vy+fBm5XE5CVsn3/qITyV81kpNLlJlvXr8JD0StAx0C6ZC5Avx07RQ81qzBvHXFFM+9vb0f21BScaOk6m/lpG8wrmaFRRt3RJKX4+F7VagyWCqI65ctKbqbjTq5APM2lZMoWb9zDxx9qrNxhq6ctXrj5k/YAv4M/1P/2tnMmaT8JAA6bOnA71ZT6HE1ivD33kVsZUlgWh7KQgVi8Qkk0ruIBAGpRIu5tTEIGn43qcY3afWoOTcFMSJsTKT4G93HPskbAAlyFI6W+Nvn4G8PmX2CGPnOKLp260bXru250jeOaom6MELR5ncgfDxoVbqDizpCYeItAORSUKek07/oBMmmtjRNukWh1BhN5+70bODKnaO3yM/PL+U2fRxltRYAnet87dq1XLlypZRnZuPGjfj5+dGoUSMAVKpsYmPXUqC4i7/fHKRSi8dm+1cEqURMB/+yNXdeJFZWgTRtug9lUQr37q3E0/NdJBLDpy9Bo7sg3s9KwFhqhJmRnPS1Oq0TxfU01NlFCEoNzoVDiTdajaIoG622HpCDSpVGelo+5uZiolbHk3crD49xHpj5m5EdolMUjsuOwwILaljXYGvvP1m1yosJiSpGTu2LlVV9NBoF7u4yLl0qIC5WyfIVJX9HwXfvAbrkWAsLC3r06MHevXvx8vLSX8jDwsI4e/YsQ+v1LmWspBdkUaBS8FZrTyyMs0pWVKKX5UXg6joIB9s+hK4eAIClgxOv/e+zUuNcXFxITEzE2dmZixcv6nV1oqOjMTExwfxBB/WxY8cydepUrl27pg+pltXwb/Xq1URGRnLkyBG++eYbzM3NuXDhAh06dODjjz9mwIAB+gq5rVu36pOvi2nUqBFvv/02GzZs4L333qOpjy07P2hFam4RPvZmpfb3b+Tj2/fZnpzFnTZ1MHrIA+vq6kqvXr0oLCykUaNGTJNN40baDepb1ybqwRiZhwcmtV+cbop5azeMvC2ROZoisai8sPKrTpXBUkHERhLkfrbgZ1up+3Gp4ceolWtRKhTYuT++Rv9Rio0VgMyiTBQZulwUi8i7KMzNsAbUahUisQiJSQKIxaAVI6RLQCQmy0sn8lUg0lIoFnFbW8Q1+310VbbEPduPDOf7TNKM5H3j1TQqUmDzva5vTV5YHlfjtIivlhzL8J2FDN+pe+qKWzcGt+GruL9KjlwK/j9JSci6h4tNNn1vB/OOrR1SkQifL4dj4ufD8dwmtG/fvkztgeDg4FK5LVB2awHQVT+Arh/Mw5w/f57IyEi+/PJL8vOjOXe+s8H6oqIUatf65bHZ/q8aFub+YO6PnZ2unDk1NRUHh5Ku38qYbG6lRHIo8gxB1ZohFokR/M1QxuVjnAfxC0+Q6f03+bY3OXkyj9xcLa6u9wFrANzdZYSEFKC9XYT/SBekja2obqTh8mUBRGDiYWIQkgw57wYkULvOUY4crQ6IGTTYipCQAiZPTmPixE9wcHBh7969nD6t84IUf4fz58/nyJEjdOjQgYkTJwKwbNkybMytGd9iGACmDR0RScWoUgv4+9xB1FoNQz/7Ebp2hdQ7kB0L7k1Rq/MQi00q1G33aSg2pNSCupR+0tMgMzFh3M+bkEilyIxNDPLRCjVaZGIROTk5pTre379/n927d9O9e3d9SLO45Hzjxo2P3eepU6dwcHCgbt26+kR2c3NzBg0axP/+9z9OnDihF9571FgBeP3113n77bcNKuYCPayf5fRfWTYk6jzS6So1LsaGRkLjxo0N3jdx1hmQjxZavCjExhJMqltXytz/JqoMllcQC7uKl0n+0OkHJhydgEqrws3cjZSCFOa0moOnhSfeGcbcZQnem/9AXr9sobGHafLb5xy/BTL7ZGo5yjh0T0CR2oO/3PYh9VuLRCRBI2g4I9gz+XQRXeOUWNXMp6mbhOA4LVNqmWObYc7c9CRqOYi5kSrg7emG2/BVAOyLKkShhnZ1atB84EiOr13LsvPnSVSp2JySgsjI8KIwYcIETKuZcuT+EZQaJY2cGuHhU7YRV7NmTQ4ePEh4eLiBEu2mTbo8m0cbKRZf0N98801ycw07kAOkp5+rsKLwq4Tixk3uDdA9rY82NsXM3p7WHdri6OjIzRs3+WnTj5iamvLVV1/h2LIBt1Ii6fTJ6wzo/jp2eenk5p4kPLyIw4fzcDWVMu6cHZahYkRq8NTKOKcFiQTsI7Ixis0lKtGV2BtxNGvVjHVvrMPPWVelptFoOHDgLgEBxri6Ft/MtdSrJ2fZcld+W5fJqlWrSE3NxMbGhqZNmxISEsKe3bu5s/MiYlMZe7buYt6ir5g7dy5isZgOHTqwcOFCfH19SyWZ71w7xjC/ycEPHPxISTnA9RvjAAhqdx2JpHTH5mdBK2j1yZYATZ2bsqbLmmdumic3Lx0C3ZiQzuQ7uiahteZMRi6X07JlSwoKdHli8+bNw9TUlAULFhhsV5z34+TkZBC+eJiioiLkcnmpRPaHe3k9rBT8KElJuocje/vKK+lOW7UKVXIyDhMnIrWt3AfFsrjTug6Zak0pY6WKf44qg+VfTiu3Vjo5/zIoytKVigraslV1H+avn2bgmn2cnj7Z7LvblbvZYCZXkK+Qo4h9FzPfOagLspGZS1hwxAmfiwlkIyUmyYRDd/IwEYkYqHLFzEpMtFs6a0NVKDUwdORYBK2WpcM6k6eEHjUk/LzhDyTO1ehz9x7y8AjWZWVy/fbtUkbFTu1OrGys4IHj5AIXWBy2mCVOJbkaJzbeQa3SMPGDj/jrr79o06YN48ePx87Ojr179/LXX3/x3nvvGYRyHk3khOpYWzdFqUwFkRhjI0emTJnH7t3LHpvt/yoiqHQCaxav/Uini1vZcesQS0KXkJOTg4ODA/0G9GfmzJnUqKFrFOlu5E7//v05cfIk92NjUCkVODrK6PuaJaNt7LE+JYEHUT1l0oOqMw2cPlXcOiEcgPNnzmNcWFIZcvjwYVJS0hg4yDBvCKBd28H06V0PN7e3qFatBjExMaSn62L02x8q4+xl1YKD+/9GVIHcn/Lym2Lur9a/Tk09jLNznyfOVRFUxaHOB4QkhTyzsVIWzsdCDd536NWbPZv/YMmSJfrGsY0aNeK3337Tf5fFFOf9tGnTplyDxc/Pj8OHD/PLL78YGHqnTp0C0HdaL4+vv/4aiUTCgAfG8YtGUKtJ/W4ZAPLAQKwfKQMuj6zkAjbMPIe7vw1Ne/k8VYfmR7GSSbF6zu7UVbxYqr6N/zLFcdfHJHOpVUrCLx7Ee/F2Cuto6TduH2EZfkRne5Ov0OVAiE3uIxIriV8bj1CgZX9qMk5SKWkaNTsL87lfWMQUB0fMxGIGja2LSq1FdTUCEAg7/BXzDixg/tlcAOb8chiJsy6mLrGxoYelBWszM9i8eTO1vb0RHgndaBQaxEZizE3MyVflcyjmEFmFWfoeOjdO6i6sXd6rw9mzZ5k1axYrV64kPT0dHx8f5s2bx5QpUwzmfDSRE8DExAUTk5Iy8qtXdfGtF53tX9mYNmiAX+gV8s7F8771UCbPmVpuCX5mYSbWttasXq27qdddV6LpEA40f+MMBYtWkLN/P9b9+/PniLcr/KTbtWtXBEHg2vUPSE01LKf19v5Sn3PxaOdirUJNwuwS4yM/JAnzVs+eM9ao4SbCbs9AKjV/YcYKgLHEmJktZjI7WBe2rGf/4spLNWX8vQ4bO47PJutKtYtzWEaNGlXKWIGSz378+PF6A+RR3nvvPX744Qe91se9e/fYsmWLXvdDoVCUe3wbN27k559/ZsqUKfg+g+CbIk/JL5/oqi47DPcnoGXp36dIKsV+4gQEhQLzB608KsL9W7owTtztTOTmsucyWP5JtFott27pcvm8vb0N1KX/P1NlsLxE7mTcYf75+cTnxVOgLmBFhxU0dKp4YulTI3pgsDziYYnKjETZokSGvvi5UHZXhEaAcfXXMPvCOHIVrvw2ypfqjoF027aSau2qIb8kZ0vKHTJS0jETifAxt6Z5k/bcqteV3o4OGJt/i7PYnwijSERGIjafzsdUJMJLbsrt3AJS3hlD5tzZ2LwxGEGpxOTBMQZv3Ur4tu0AKCZOACBzXSaxebEgBrOaZjgPdkbuI2ff3X0MDdC5sNu+UZOku9l417XH19iJ/fv3P/FjKb6gP47iKox/A3G3MzAxN8LeXWcEiE1MsAyqjmVQ9XK3mXV2FtsiSprAmUpLh0ouJV+i/YzpOM+Y/szHVq/u92RnX0GrVSGXuyOR2COTle9iF8uluC9ogzqjkJzDMZgElPbQPA1isTG1ay164rjyyoZHjBhRamxYWBiTJk3i9OnTGBkZ0albJxYsXlB60ofYsGEDb731FmZmZuTlle5TVKzou3rFt9wJD8dUJqK+k5ilGw9Rv0X7MmZ8PurVq8fGjRsZM2aMrmUB4OzszLfffsvYsWP1BuWjnDp1infffZeuXbsyb96jHa4qRlJ0jv710d9ul2mwADiMG/fUc9dr707yvWzCzydTu+0LLo5Ivgl2NUBa+RozP/30E4mJJXpY//vf//RNSP8/U2WwvATSFGlMPDqR62mGuRIn405WqsFSXHr9aEho+9rpPCxOvq+JiK6XBC67iVkUZ8rJfocY0MMwNn397dJ5Hr8GhzF7VzTngYGtFXzfqi09d8/nbmgo2gItzXp35C3XTxEhJjT6FLcPzWKT5+uk78ykyXct0WRmckmhCy3E3YsBH119oJFEolf1tLOz4/il46xZvobYBbGM+GEEHT1L+gzVDXKnbtCjhdH/fwjZE82FffcAGDKzGbYuFbuo1bWva2CwFKhLd8e+mnqV9p7Pf7O0sipDhfUJSG1NsB3k9+SBz4lWK7DkUDiuBVF8+eWXuLi4GJQNP0pcXBxt27bFysqK+fPnk5eXx6JFi+h9qzchISEGvaeKycvLY8qUKY+94YwcOZINGzYwvI6I8d1NyFcKXEnSknLtCFSCwQIwYMAA+vTpw9WrV9FoNDRs2FB/3mV1JL969Sp9+vShTp06bN26Fan02W4fbr7W1GrlgtRIQkCrFy/A2fmd2nR+p3w16ofRqLT8MOE4AGbWxrz1ZXOkRmWEILe9D9e3lLw3tYfe30JA79Jjn5O4uDi9sVKcu1VlrOioMlgqmcnHJ3Mo5lCZ6wb6DSxzeTEarYDkKfVetEUaRGIRgkqDVv3Ai6A19Ca0rN4BKDFAel4QyLfSEtlWxafpRVhLKqaj0L+BF7N3RZO2bymLvj7Co8+x5/cc4TxHuH4kmJ6Wb7L/2k9sOb2MvcYW5OclI5NKKdRqkYhEqMxMsR44AJHMCL+33sKzQwc+//xzTp8+TUZGBs7OzsTlxxG9IRrnEYbVEiFZefS5EklzKzN2NvQlS6Xmr7RsBjjZIqsUvZxXg9NbI7h6OFb/ftPs8/SaUB+v2k/2SvSv2R+FWsHXF742WP5zl5/JKMrAUe5IHfvHd6T+J1AWKoi9eY2IkGCcqtWgQVfDvkAx10OJungeSwdHArv0RFqGAfEw1abrPHKCWsXHH3+Mubk5vXr10pcNP8r8+fPJz8/n0qVLeHp6AtC0aVM6d+7M2rVrGTVqVKlt5s6di4WFBe3bty+z78uWLVtYt24d27dv53WPTNj7kEqvWeVUnRRjZGRkcK6HD+satD4qARAVFUW3bt1wdHRk//795XpgKrRPuZT2wwIMlsUWKrGWSshQqZGLxTgaP3vV1dNQkKvUv87PKuLO+SRqPypbkZNgaKwAFKTB5regdj8Y+OsLPaaHjd7Jkyc/12f9X6PKYKlkTseXKOQ6yB04OuioPldgyskpbOixwWD8lfuZvL6yRHp8Qb+6vNHU87H7UKUUkLzkUqnl2nydLHzOvn0orl/T6YgJAh6iVCIXqTA9L0KSKQItIIL2u43ocDK6wudmaWLKx73kzI/vhol3IIP9HMgMSWHruRXUrl2L8PBwvL29qdNBV4bcrn0Qm/7YQKFK9zSvAaxsbEhPT0dmb4/LA/XI2NhYmjZtipWVFePHj8fW1pbg4GDWrl3L0aNH9aqeoGtE1+dKJADnsvMNkhWbW5njY/rs7tu8IjWmMgniV9ToadTVi6hLKeRlFumX5WcVPWYLQ96q9RbOZs5EZEVQ06Ym9R3qYy8v8azF5cYRna37PdSzr6fPG3rZRF+5QMzVKwiCwJUDe/U5WTePH8bU0grPOvXZOONjspITDbZLuBNGn48fH85a+04TRvx6gclNTJFn16RNmzbk5+eXO37btm306tVLb6yA7uZes2ZNtmzZUspgiYiIYOnSpezYsYMtW7Y8Oh0AS5YsoWnTprz++utotVoULi0x+6kZhSIjMLIq1QG7soiIiOCHH36gV69eBh6WpKQkunTpglgs5sCBAwal8i+CRxOMAZLaB77QfZSHuY0xQ2c3J/JyCoW5KvxblNEOxdIVui+Ev6aUXufW6IUfk6OjI0ZGRiiVSmSyl2O4/VuoMlgqmdNvnKbRet2PenLjyQC8U+cdfr3xK9dSSzfFe7QHx0+nop9osOSfTyxzucjIHImdCzkHdQqgiEQgEqHwL0IYJpDfXtBZDQ88oOHNoI1WpdeU0Gg1xGfE42GnKyUOv32JiIRbeHr6Uc9Xp8FiJJFh7BaAkVsAob6mGN8/ikqlpG/fvsyePVtfLqlWq9m5azsNfdvRPXA47d+rRoPG9UhOTqZWrVoGOSW///47WVlZnD59mlq1anEy7iQj3xvJhQsXuHnzJnFxcXh5eQEQUVD2DfqP+tWey1j55M+rbL0UR/Nqtvwx6ilKmpNuwK4PoFoQdC6tI/MikVsY8fZXrVCrNGjUAiIRGJk83Z90J69OdPIyfJpeELKADWGGhrRG6kjzemvYn6arUFlZy4t+TqV1b140glbLjgXlf457v/263HURIWfLXVdMkJ9jKRn5ixcvljk2Pj6elJSUUhocgiDQtGnTMvOnPvroI9q3b0/37t35bcOmUutzcnIICQlh3LhxTJ8+neXLl5OXl4ePtYiMiQswcejCrqw8mlmbs2LFCrKyskhI0HWj3LNnD3FxukabEyZMwMrKipiYGH7//XeD8yjuYO3l5cWwYcP0+65VqxYDBw7E09OTu3fvsmrVKmxtbfnhhx8MjrFbt25ER0czZcoUTp8+zenTJQ9hTk5Ojy1/fhZepk6uSCTC2smUxt29Hz+w2Who8r5OLVylAIkRWFReIuzkyZMpLCws1a3+/ztVBkslYyQxYnqz6cw/P59pp6bxdcjXZBVllTvew9aUwY092HxR5+qf0TOg3LHFWPWqhsTaBHW6gvxzJcaLSGaCz869yBwMEyoVivukBbdHKrVCTbZ++U6pjEuHx7Kmyxrupdxj5bqVmOabkmlqzrYG7VBLZYxdv5+wgs3ceLMrddsN4mhRAkUtvBAsTYgCMmOOYm5uTnx8PCKRSC/xrVKpUCgUONg7EhBQCzcLL2xtbfUxc115sY60FF0PJDMjKw5GHOGT4EkE2AaQkqdTN/304qcssltEumBDt0vhBuf2gbCUzzuse+Jn9iSKOy5fi8t+wshHODwTEkN1/wKHgkPpXIBn4XJ2PrtSsriSW8An3s60tS3R7ZDKJEhf4IPYo8YKgFZspTdWAMbdiql0g+Xy/l0cW/eT/r1YIkWrUdNiwBBaDhxKdkoS0ZcvcPTX1eXOkZkYz61Tx6jXqRsWts+nGVKcV+DionsKz1FrqHlKF1ptYWlDRkYGRUVF+pvMvn37OHjwIMMWbsZn2n7SriWiUGkM5oyKikIQBP744w+kUikLFy7EysKC776exd05nyIyNeOUtzPNrM1ZtGgRMTEx+m23b9/O9u26RPW33noLKysr7t69y+eff26wj+L37dq1MzBY6tevz6+//kpycjL29vYMGjSI2bNn4+joaLB9ccXcwoULS30m7dq1e26DJal9IElFKq7k5HM1V4GX/BXVPRGLwazydGcexsTEBBOTl+Vb+/dQZbC8BIb4D8Febs/1tOuEJIaQVZTF9GbT6e/bv8zxXw+ox9cDKl4mKRKJsHgQd7V5rQaaHCWaXCVGbmXHPqVSa0QiKTKZDbvTC4goFHNPKcam0I6U9BTSWqWx6eAmjAqMUNmo2Fyv5An8RNc3qHVjH4st28KVJMAPLMFCm0J2jhTlpfMMfOMNduzYQcuWLfH29gZALpdTv05Djl3Yg7O8BtGRdekqqc67776LSCTSXwxPbQ4n67rugt+n82C8e9ZAWV3JyX0nSY1JReYg40beDRaGLKRP/Tklx9XUH1+5BJFobYU/t8dxb0FPbiZkU83+KePHvb+D41/pXtuVLjl9FjpeuM3NvJJeLYOuRlWqy/zYoGO032KY6ClTRiBWp6GVvpwLNmBgrABoNbqS9+Ctm5AaGdO07wAadOuNSw0/1Eoldp5ehAefpkaT5vwwWndj/uWj0QDkZ2XSZdSEcvcVEXKW3Yvn03LgUGTeZZfqFpf6FhskxcYKwKHcQv0YY2NjlEolkyZNwjywO0eTS56SHy1OK64YSk9P59y5czRrpvNc9nntNXx8fHDfuYEPPhkLlC4BL4ugoKAnVsAVs2lTaY9PWVR0vufB2VhGdwdrujtYV9o+Oiw6TnRaPrP71Obtlt6Vtp8qKo8qg+UFU1SQT+iBfSRHR1JUkEfN5m2o37k7nb0609lL9ySi0WqQVGKPE4mlERLL8p9SZDJL2gfd5q2332Lj70dLrXeYqItRT5g3gQ8GTmP518tQnT6G8l4UxxUFnHLzQJ7nQLt+zWhka0tPFx+a2AXi2Kg1aDT6poJnzpwxENPydgzASGrCuqO6G/oXG3XG1i+//ELtgDoc+OkGkZdSOHN7H45W7tyMPc/1h/J5JDIJXpN0oaBxgePws7Ukum09TCuYJPy01Ha1evqNrNyh7/dPHlcBBEHA5fjVUsvHeTiWMfoJaLVw7yQYWzwx7p5akFrmcqkqHuUDg6WmaeU//dVu14mbJw5j5eSMRCqj9eBhKAsV/L1yKac2ruXUxrX0n/4lnnXrIxZLSI+LRZGbw29TJmDj6k5mQpzBXOWhKipk9+L5AJz9cwM1XxtS5ji5XKdLVFSkC0PO93Xjm7tJuJsYkSkTc+mhMUuXLiUtLY1GI0YTmWM4j/en+zg1pT0etqb68T4+PnpjBcDc3JzevXuzfv16ZIKWlxso+W8SnabLTdoUcr/KYPmXUmWwPAXHjx+nffuySwyLe9yseGcwAG7+tclOSSL0xFE6D32b1NRU/vzzTwYMGKA3Vm7evMmsWbO4dOkSSUlJmJqaUqtWLf73v//Ru/eLL5cDyMzM5NixYxQUFODi6MK48eNIjH8QRhK0oNWy96+/sbKxokX/sbT6+wy5y7/GtWETar/ej3OWDgjBJ8n97itsM4cza11J+CUvLRmp3IzG9ety4cIFli9fjoWFBdOnTycrI4earoEkZd5HIpEgl8upVq0aKSkpzP58LsnHrDCX6wyEet6tOHFzx4O8GxDLxUjNpShTlOTfymdUp1HUtNGFWirLWHkVKEs5dVmAJ4Ocn0Gm/MuHwjcTQ8HWp9yhfrZ+vBXwFkfuHyExX/fbWNRuEbWd23O3oAhPuRFe8sqPrXcb9xHdxn1Uavml/btIvadLBt42/4tS62UmcqydXHBt1wmRWEz7Ee9jZCIvNa6YiBBDldyE8NtljisOBRWHhka6OzDSXWfcD1uWz11bW4yNjcnOzmbu3LmMGzeOsW/WZvyGy4TGZSEoFYCAkSKN3Kx0sDXVKzCXJQzm6OiISqUiPz8fK6tnMJ6rMGD9u83YfiWOAY3+/8og/NupMliegYkTJ5YqeyxWnAzs2ovQA3t5Y/bX7PxmDj/t3Kvv/fEoMTEx5Obm8vbbb+Pq6kpBQQHbtm2jT58+rF69uswSyUf5e/V1EiKzUOSqsLAzYdD0JpiYlZ/QcP/+fa5d0yX7WmuVuKTEUO2h4XdTM1CpVLSpFcD51T+QF3oHBIGESyEkXAoxmOu3337j/fffp3Xr1syfPx+1mRx1lpRz585hYiLnr82nad+oF3GxcbQM6EZU5iX6vt4bTy8PDh48SFRUFCbGJsQkRbP93CqGt/8UAHcvV/KuZPLr/L/Iuasz7pzaSvhtz2KObD/CyG9HvlAZ9FeZ++3q8WNsKjGFSmZVd8VM+oyeuVYfwpnvdK+1mscOFYvETG06lRauLfjgyAcAfHHmCw4PPEwb29I9b142w79ehkatJjz4FPtXLNYvN7OxpXa7jrQZ8vZTzVerTXskUhl7v11ArbYdsG3UEmbNLTXOzc0NBweHMpNyQ0JCCAwMBHQPBXl5eSxcuLDMvI+IZSOYHtOXnTt34urqirOzc5lS+AkJCZiYmGBh8c9/5v8FWvva09r35YU0nxW1Opc7d2ZiZxf0QtWZ/wtUGSzPQJs2bcrtoeHoo5Od3/bVTEIvX+bAuYvMnDWLL74o/STYo0cPevToYbBs/PjxNGrUiCVLllTIYIm6UuK+z00vRKt5fLy5Vq1aevltrbR02OhybCIiIMBMim18FH09nPh7mu7i7WlihLFYjIkIgr+cjlap5P3ga3wfUJd9Z88hrVETsasHRUf2U92xHofP7eLExf0ICPR4ox0zZv5FYOO6/PTTT/Tv3592dftyPyKJPZm/EBJ+iA8mvc+gYa/RpfssavrU0hsrAPV8/Xhn0Dvs+WMPV65cKaUT8Ti0WoFOS0+QX6Tm6MdBmBn/e372RmIx471KP31XxNsHOt2Q3bt3ExUVRW5OAR7ODvTMWsGMGTNKlafOmzeP8+fPc/78eVJSUpg5cyYje4/klxu/UKAuICorikDHwBd+jgCXL19m1qxZnD59msLCQqpVq8aoUaOYOHEi9+7dw8enfI9Q7w7tmP2/jwns2qvChqwmLw9tfj4IAoJSiV+L1vi12AuUXyUE0L9/f9atW0dsbCweHrrquSNHjhAeHs6kSTr9FEdHR/3f2MMsW7aM4OBgNm3apPfWAAwePJjvvvuOQ4cO6RNY09LS2LVrFx06dNB3Yq4MlGot07ZfJ9DDimEtvCttP/8mVKos0tNPIhJLMTOtgbn5ExLnBQG0apA8f+b79RsTSUnZB0BS8i7s7IKQySyfe97/Cv+eK/crRm5uLnK5vJTaY6027Um5G0XogX1sPh1Crx49aNOmTYXnlUgkeHh4cOHCBTRqLSKx6LE6IH0mBrJ7WSgA1Rs6YvqY3BUAmUzG2PfHcPjwYQqVCrJiStzfjXr046sj52jSpAk+1aqRnZxE61r+mHR4DaWREa7GMhRagT+PHEWr1AkuJcvN+Do6iaiPv8QSyPz0A+Rm5gRfO8zBwwcYMGAAdnZ2eNfQXdzbtWvH2rVrMTMzY+XYY9QMhOA7+0nLSWT27C/JDbXjzrW7mBobPlXau1uguqtrOKd+pN8QgCBoyMm9QXracdSaPIxktqix5vDdWiw4UJLLEJ+loKbTMzyx5qfD7glg4wXNx4G1h+5C9Q97eh7n7QNd193AwEDeeOMNLCwsCAsL46effmLfvn2EhoYaKGh+9tlnODs706BBAw4cOADApEaTeL/u+xhLjfXl7i+agwcP0rt3bxo0aMDnn3+Oubk5UVFR+pJdjUbD4MGDcXBwwNLSEmtra1xcXPj777/ZsGEDw8Z8QINuFQ+hCkol4Y0NPzP3VStZd/PmE8uGp0+fzp9//kn79u358MMP9ZL+devW5Z133gF0HY9fK6NZ386dOwkJCSm1btq0aWzZsoX+/fszefJkrKys+OGHH1CpVMyfP7/C51Xh80+P4u9vR7PReSqROWISswvZdjmOXvVcsTF7NSp04v83hZw9e3D9ZiFWlRQeL4/793/mXsxKAExM3GnV8sTjN5htrft/wmWwK78dRkXw8Hhbb7AAqFTpVQbLQ1QZLM/AO++8Q15eHhKJhDZt2vDNN9/otRkkUhkdR44lRgWxu49wcPnykuz+7HiY9SAWPTUG5NYA5Ofno1AoyM7OZvfu3fz111808Anih/HHAeg+ui7VGpQt1uRRy5YPfuhQ7rGm5xXxW3AMMomIPvXdcDc1QrU8gnboklfzPVzZG7sKgN/XrCI9PZ23OnchOzmJ2rataT94LBO8S+Ln+RoNv03V/UGJHZyQ+dfmap6uekKblYHyUghmHbsRLRZzIi0LgLoNGuDnp5NZv3TpEhMmTCArRRcmi00NJyU7AVtzR5IydSWbjlbu3I67RHJWLE7WHgz4tDG2LmZs2rQJsVhcqqszwJ3w2cTH65J9TU2roVJlolJlci2iF9BFP+50RNqzGSzfVCt5fW6l4bovMksaTb5kHuftA53Q2aO0aNGCAQMGsGfPHt544w398rt37+Lt7U1aWpqB98XcqPKUNnNychjQtw81HWzo72nHoB7dcPMrKeVPSkri999/x9/fH1dXVxISEsjPz2fIkCGsXbsWS0vLp8r30uTl6Y0Vm6FDyXyQIJ69ezeLdux4Ytmwh4cHJ06cYPLkyXz66acYGRnRs2dPFi9e/MyaGU5OTpw+fZpPPvmEpUuXolKpaNGiBevXr6d+/frPNOfjEC1vSHcJVE/+kC7KhRR3E7sYk0nnWq9Gk72cBw1HE/435aUbLMXGio6neCC5tgXaT3uufVtbNaJWwCJuhX0C6HphVVFClcHyFBgZGel73Njb23Pr1i0WLVpEmzZtOHv2LA0a6HqmKBQKZs9fwKRJk/D29i4xWA5Mh1pSXR8K4xKr+eOPP9Z3zBWLxXQO6kFHz/f064tv7hUlOaeQZvOPlFq+6GA4m0Y0weOhZWZSS/oOnYrYVMbfUz5EIhZjq0gDYyPc5TVJ/eEabnNaIpLpwjMFRUryD+guJp9/t4yWgb7sSM7kck4+t44dAI0aSdOWtP/lD7Ln6lRG87v3o1GjRnTu3Jl169aRk5NDly5diDGNYeX+lcgkRsiNzDE2MebdRW3w7jabvgN68MPRKYwf/wHb9t9m7969/PXXX7z33nv6RMWHSUz8U/9aLvfCw2MUd+58iiCIaOhpjVgkolsdZ4a38Hqqz1KPa0NIuFz2un/IWCmmPG9feRSXmmdlZZW5/HGcikilQKmha23nJ46tCBs3biS3sIjudf0Qi0REXbuCi6+fPgzysIiZpaWl3vuRlJTEsWPHGD58+DPrVWgfyi2z6t2He0uXVmi72rVr6z1QT8PatWtZu3ZtmeuqVaumN44qG6HVJERnllJTHM8Jo0m0U37Lj8Ma0SngGarPKomA22Fk/vknUnt7VEUaJDLxS1OcbhD4G/EJf2Bj3Qwz8wr0s5qZBdf/hIBnyzfJLMzkTuYdAh0CMZGa4OLyOs7OfdBoFEilVbL8Bgj/AbKzswVAyM7Ofun7joiIEORyudC1a1f9si+++EJwcXERcnNzBSHltnDsbVMBEP4cKBeEmZaCoDA8zrCwMOHQoUPCunXrhJ49ewqvv/668Pv8I8L6L4KFn/93SshMzn+qY7qXlid4Td1r8M+sTkeBB+L8Zf27c+eOYGpqKlhbWpW5vvj8eg99SwAEaf1GQu9+/QQfHx9BLpcLJtY2AnK54XZisSB2cBJ2JmcIgiAIBQUFwpdffinUqlVLkMvlgpWVldCrVy/h559/FkQikfD555/rz+H8+fNC9+7dBWdnZ0Emkwk1a9YU5s2bJ6hUqnLPW6GIF+7f/1W4eHGwcPhINeHwkRpCcurZp/rsKkTidd33ONNSEGIvvvj5y+Hy5ctCZGSkoNVqhWPHjgmAYG5uLgCCRCIRgoKChAsXLpTaTqvVCqmpqUJiYqJw8uRJoWXLloJEIhHCwsLK3E9qaqoACDNnzjRY/ufFWP3vqd/KM4LX1L3CoB/OClsvxgpFKs0znVP//v0FS0tLYdPPawQvdzcBEMzMzIQxY8YICoVCuHv3rnDkyBFhzZo1wsyZM4WZM2cKubm5wpIlSwRAOHToUJnzFh9n7+WnBK1Wa7Au++BB4U7zFsKdlq2EmPffF9T/wHXjSWg1WqFIUf5v/bmJPikol9QTfl0xR5i560bl7ec52Tj7nLBi9BFh7/dX/+lDqTSWXlwq1FlbR6izto4w6dikUr/X/zpPc/8WCcJLUAWqZHJycrCysiI7OxtLy5cf7xsyZAjbt2+noKCA2NhYatWqxffff6+Lae8cx/Gd62i/roA/B8oZsPwiONV67HxdunQhKyuL8+fPP3U1zMPeFYlYhI2pEQ4WxoRePE8nBw1NIkpa2wuCwLSDi/H29GJMwEA+3DuXAP8AstMymdr8PWTu5pi3cEUkFuHq6sr9+/d15yQS8eHKH/nz99+xq9eADEtrcvILKDxxCNWNUOR9ByOoiijcv5OOffpyeNdOw4NUZIEiE2x9SElJoVGjRhgZGXH16tUX1uhLqUxHLDZCKn22CgtBEKj3my70dG34tbK/h2fMYdFoNYRnhuNv61/h7/f48eN6VeA+ffpQWFjIkiVLSnn78vPzDbx9oPNGPJzk6e7uzuLFixk0aFCZ+yoOCc2cOZNZs2bpl3t/WhJbF4kMRdBGtvLhi97l/64LNFp2pWTS19HGoBS9fv36REbqekG9++67BAUFcfz4cZYvX84bb7xhIG4mCAKCICAWi2ncuDEJCQnExcWVmZRafKxymYSbs7v+c/2g1Eq4+yAHQmIERmbgEgiSx3vDvh+j00fq+n4dajR6dTwfL5s9y0K5fysDew9zBs9o+k8fzgtHK2ip/5th2G/3a7vxsSo/yfy/xtPcv6tCQi8ADw8PlEol+fn5fPHFF7i5uREUFKQLBdX/H0lhImAlqf7DuacwxVOrfWzm/4ABAxg9ejTh4eH63I+K4mhREvPUaAWyFUqq2ZvRplUrZvaphcmykv5FIXHXUKgK6e3Wlh03D2FmJMciT4YGOf1qd8Ftfmu+iUliyb1kCs8cI3vmJ4gkEmRNWvKHX2OY25iUB3N5G0lRDhiCavxw0q9eoGenjmwEjuzexd69e+nV60FX3YIMWKj7Y8x//Xd6vT+X3NxcTp8+/UK7khoZPblj8eMYe2Ss/nWOMgcr4zJ0MJ7BWFl8cTFrb64FYETtEXzc+OMKbde0aVOOHz+OlZUV1tbWVKtWjZYtW+rX9+nThwEDBlCvXj2mTZvG33//rV9na2vLoUOHKCws5MqVK2zfvl2vsFpRHn2u+XZwIB/+Eap//8uZu0zq7IuFiWFi7l+pWUQVFLEhMZ27CiXV5cY0tS75nvPy8igoKGDMmDEsW7YMgH79+qFUKlm9ejVffvklvr465VmRSIRIJCI8PJxLly4xadKkcv+O1r/bjO+OhLNkUOA/27zyxjbYOcZwWd/vocFb5W7y8Gd9PyWPGvz/NVh6TwwkP6sIY7P/5q1K9EiOjLWxtUED0ioM+W/+Cl4y0dHRmJiYYG5uzv3794mMjKRatWqlxo2bsxrmrCYzMxNra+tS67OyssjIyCA3NxeA7Oyn7GOD7qIeNb8HsRkFZCtUVHc0x/yhMt78Ka5EblmDWCNjx5GLiBDRzqcpS878Sl//jsTnJIOgRRFzlvSr1izJ0qC8eonsOdOQuHuhuX8XeSddKfbuBjUIMJejEQSsZbp99Pbx5sKFCxzYsZ02bdoQGRnJhg0bSgwWsW6cUiPQb8Jcrl27xoEDB6hTp85Tn2tlcib+jP611ZkVcO80jPzruee9m31X/3rtzbW87vs61axK/1YexdTU1MDbURY1atSgb9++bN++3aCjtZGREZ06dSInTUGLhkF07NiRVq1a4ejoWPK9PAGRSEQHf0eO3taZqG19SyeBH7uTSp/6JflFWkHgnRv3DMY4GRsaNMVKr0OGGKrLvvnmm6xevZrg4GC9wVJMsZJycWPNsnhlNDdOP5QX41wPkq7Bg2qrnLRUkqMicKnpj7lNiRigSCRilaUCa60Yx+gEOvDk38d/GTPr/27iqUgk4vJbl5FJZAiCgFbQVqoK+r+dKoPlKUhNTS2lXXH16lV2795N9+7dEYvFzJ07l7S0NIMxN27c4PPPP2fKlCm0aNFCX0qakpKibzQWERHBhg0b0Gg0/Prrr8jlcmrVenzoqDwkYhHe9mYGy+Li1nMnfKbuTU1QqwV2h8fgWMuP3zySUWvUjPh0JPOmfkF0egy1N09D9cen2JqYkKnRgEis8ygYGaEtVDAm/CLh8TfQ1qhBjRo1iHqowql169acOHGCoUOHMm3aNEPDy8QS7SdRDB/xPkfO7mHLli20a9fumc7zabmQdAFjiTH1HJ7cpyl0WCi7onbRzKUZLHrwPRRkgOkzqMw+xIqOKzh47yDbI7bTzacb3pbezzXfozzs7bO0tNSHFh5m1HftcHFxMTQkK8C07v4cvZ2CmZGEZUcjSq1v7mP42Si0WoP3VlIJLo8YLK6urty8ebOU0mvx30VmZmap/WzcuBE/Pz8aNXp8i4GHDbwhQ4Y8tbfyeTgbf5bfwn4Dr+oMN7eg5f1QnbECYKbz/nVu3oSQqJhy53Abt5b2broU+bNnzzJlyhQuX76MpaUlgwYNYv78+aW8kkVFRXzxxRf8/vvvZGZmUq9ePebOnfvCOypX8eKQPdBvEYlESERVxsrjqDJYKsDda2nkpCn4aM5wTE1NadmyJY6Ojty6dYsff/wRU1NTFixYAEDr1q1LbV/sTWnSpImBBsPo0aPJycmhbdu2CILAyZMnuX79OmlpaSxevPiFhUjU6vwSYwWQyWw5EZxMTo4WofPrbN++GbGNLbG7d+Oan8RoO3tqGhuj0GrZnJVJhkqnf6KJ0cmh5y76ktkP5mrUqBGXLl0CdBVO/fr1Q6vVIpPJMDY2JjMzU1/yXcyEqTPZvG0nq1evpl+/fi/kHJ9EgaqAkQdGArCr7y6qWT/+qVUiltDP98GxDVwLkUfA5MXIo3fx7kIX7y5PHvgMPOztK4/ku9kUFhY+tQcvJr0A38xYqmUnsDerJj6e7txNy8dKLuOrfnVxtDSs1jGTSJ7YpLFRo0YcOnSI+Ph4A4OiuBro0QeE8+fPExkZyZdffvnE4zU3N9eHvjZt2sSnn3760jrg/nHnD72X7owIro07j+jaZp3R76kL5TX1cqO6vTXVGjbFv2VbQBcOGjNmDN7e3hyePwgHc2NCQ0Pp2LEjAQEBLFmyhLi4OBYtWkRERAR//WXo9RsxYgRbt27lo48+wtfXl7Vr19KjRw+OHTtW5rWpiir+VVRW5u/LpDKrhJKis4UVo48IK0YfEb6YMk9o2rSpYGtrK0ilUsHFxUV46623hIiIiMfOUVzR8a1PNSF2/AShKCZGEARB2LRpk9CpUyfByclJkEqlgqWlpdC8eXPhjz/+eOHn0aWL+WOrhJotXi3c8vMXPrS3FwJtbQUbiUQwEokET5lMcLUw04+b9tZA4fjvPwtajUbQaDTCxx9/LNja2gqAIJPJBE9PT2H+/PnCiBEjBKlUKnh7ewtpaWn641i6dKkACC1atBB+//33Uv/y8vJe+LkLgiAUqgv1mfhKjbJS9lGMtqhI0KrVgiojQ9AUFhqsU6WmCtn79wt5wcFPNWfxsf907Sdh5ZWVQkJSQqkxoaGhgkwmE/r06SMIgiDk5eUJ+fn5woaZwfrf8IrRR4Rv5/4oAAZVWQ9TXpXQravhwi0/f+GWn7+wt3W3pzr+8rh8+bIACG+++abB8iFDhghSqVSIj483WD5x4kQBECIjIys0v1arFQ4cOCAcPHjwqasvtBrNM1dsFH9fxf/KQllUKGQkxgtaTUmF1alTpwRAmDdvnn5Z9+7dBRcXF4Pr208//SQAwoEDB/TLzp8/LwDCN998o1+mUCiE6tWrCy1atHim83iVKYzOEpKWXxY0lVlNVUWlU1Ul9ALJSMhn05fnARi7sv0zJ/Cl//wzKd8sAsBr/e+YPuJ1qGw2bnqbsdd1EtPVhRSuLl6JW3VP0u8nYWttw0ELC1Jd3ZgfH4tHYCDVLCzQ7N1HhErJHznZKNUajKRS5r7WBbFYxOQ/9jB9+nQWLFjAsGHDuHfvHpcvXyY/X9cRtUaNGvTq1YsZM2Zgb1+SSzBixAjWPdQw8VGKxcuelahLIZzdsoFuH0zCwfPZ53kewvxLhM9EcjkWnTtReP0GNkOGkPyQcmnA7bAKz1l3XV2D98IqAS87r1LePplMRnBwMAEBAYSGhtKpUyde7zsAF1tPjOQybt25yp/bN+Pu7s7FixexsytJTv7999+JiYmhoKCAr776ivbt29Ohg06UcNiwYTikpBAzbDgANlOm4jxyxLN8PHDxF9irk7Gn3ae8uz6SX375hUGDBtGuXTuOHz/On3/+ybRp0wyUXjUaDW5ubvj4+BAcHFzO5BUne88eEv43BYePPkLq6IiRhzsSOzvEcjlotUT364/YzBTfo6XDak9iT9QeLqdcxtvSGx8rH9q6t63QduPGjeOHH34gOjoab29vcnJysLOzY9KkSQZ9iZRKJXZ2dgwePJg1a9YAMGXKFJYsWUJGRobBdfCrr75i+vTp3L9/X99O4HHE3b6JWqnEtab/Y5tGlkf/3f2JzIrE3sSezb03V0oSqaAViJ9+GgCnjxshczB94fuo4uXwNPfvKoOlAsTdziA9Pp/6HZ/8x14egiAQP2kyRj7eOH744VNv+7TlzUqNkuVXlpOmSCPQIZCwtFC23AtGbeRDxlVf0ufPYObMmcyePZsP7e0ZbWd4UXFfuZK4ceNQi0V8bW7EhgtXqePpxojmgTTvNxjv1h3w8fFh1KhRrFixQrfPQjXVvGsQnxzDxmV/MfiDl19OuniwLiejZrNW9J78fKqTz0rqsmWkrVz1xHHeW7cir1O7QnPujtrNjNMzcDd3Jy4vDuUJJdY3rYmMjCQnJwcHBwc6duzIzJkz9dL8aWlpzJgxg5MnTxIbG4tKpcLLy4uePXuWMiQBgoKCOHGibBnyY8eOERQUVKFjfSKzHgqtWXui+uAy8+fP59dffyUhIQEvLy8++OADPvroI4PNDhw4QLdu3Vi2bBkTJkx47sOI7tePols6o1ErEpNhE4BxURYW+YaNCP0uX0JsWvk3RJVKhYuLC/7+/pw+rbsZnzlzhtatW7N58+ZSZeht2rShoKBAH5Lt3Lkz8fHx3Lp1y2DckSNH6NSpE7t3736iKnB6fCxrJ+sq5Br1ep2gYe8+1TncSL3BkP0lCdQBtgFs6b3lqeaoCIJGS8oP1zANdMCildsLn7+Kl0ellTWvWrWKVatW6ZVba9euzRdffEH37t0BiIqK4pNPPuH06dMUFRXRrVs3li9fXmbr9GJmzZrF7NmzDZb5+flx+3bZLd7/Cdz9bXH3L0koLLieBmot8voOiCp4QxaJRLh/WzElzUc5ekx3A2rd6hzGxmVL9AMEJwSz5voaMosyicyMREDAytiKvdF78bb0RqJJR6JIJ+/gNaSmZtyIuY9IJKLlt8u5v/pHPFMS9XOlPVAYlWoFOvd7gw0XriI3M6P7B5Op1bYDK1euRKVSMW7cOP02P310EjfLmsQnx7Dnz4Ok35TQoKsnzfv4IpG8HDXYgZ/PIzEynIZP0VvmReMwcSJicwtSHjwRG/v7Y/PmEApv3CTnwAG0D3JHYt58E/9rVys0Z5/qfbicfJltETqp/bfef4vPW3z+2G3s7e31CsoVoVjnpdIZfxHiLkBOPNTuh0wmY+bMmcycOfOxm3Xt2rVUefXz4LVuHclz55K1aw/H2y3XL69/7XvsMkpu+hHtgvBa/zvGNWogklReUuSBAwdIT083qH5KTNT9TT6so1OMi4sLp06dMhhb3jgoyQt6LA99vl51Ayt66HpWhK4weD++wfgKbxvZuQtmzZvhPHs2oieoR4skYpw+ePrjq+LfzVMZLO7u7ixYsABfX18EQWDdunX07duXK1eu4O3tTZcuXahfvz5HH7hQP//8c3r37s25c+ceqztSu3ZtDh8+XHJQFZQY/ydQpRaQsUH3VCbeF41xdWtEUjEyZzOM3MwxrvZiEjMfxsTEA7U6B5nM+rHjZgfPRiaW0cK1Bb2r9SbALoAmTk1QqBWYG5nTaENLCjIyKbpyA5P23dm+fQfS2vWZ6OoPs5fw+bVztP5+KTKRiMTLl1EDyf5+fLxIF8qaOmc+tdrqQgRnz57FzMyMgABd+OPO+SQ0GjWxabrqkVTj66Q5W3Lo6hk8643Fo/rL6VHiWac+nnVefP+Vp0HQaJA6lmhnGFerRtIXZdyMn9Jr9lHDj2jt1hoRIlq7/4sTKO19df/+YSQWFrh89RVSVzd4KDpnnmfoYdHm5nK372s4fPQh9mMe0VR5gWzcuBGZTGbgSVEodH26yupTZGJiol9fPLa8cQ/P9Tjs3D35ePNeVEWFyIyfPkF5VadVfHziYw7HHOaXrr/Q2LlioW9tURGq2FiyYmPJ+nPrU4VL/2mO/rqaK3/vwcTCkgHTv8SpWo0nb1TFM/FUlsGj7sR58+axatUqzp07R3x8PPfu3ePKlSt6t866deuwsbHh6NGjdOrUqfyDkEpxdn4xvUkqG3VySf8RbZ4KxdVUg/ViUynyOvaY9a2OBjAWixA/Z0ffVi2PP3FMTE4MSflJTGkyhTcD3jRYV9y8TqnOJTskGzRgYX6RwpwszNuUVGbUru9P1/R0Onl6sCE0VLcwSqdC2rFjR/r3768fe/jwYTQaDV9++SVubm7ci4xlzda1JGfdBwwvjgpNNlDaYNkfvZ9q1tXwt/WvyMfwr0Fx9SoJn3yif5+zf7/+teOnU0lZ8DUAQlHRU81rbWJNJ6/y/44eJS+rEGMjkJm+nMqYfyMisRjHDyfyAZD+y696r1hZmHcov8noo6jVahQKBRYWpZWW/wi5z6fbr9OupgPL3miAlamMvLw8du3aRdeuXbGzsyMnTcG962nkZ2gAXbnyoxQWFup1bECnaVPeuOL1FeVZjBXQeZKXBC15+u2kUhwmTyZ1yRJMXjFNpsexfMRAlA+udYW5OcgtX/wDaxUlPLMrQ6PR8Oeff5Kfn0+LFi2IiopCJBIZWPgmJiaIxWJOnz79WIMlIiICV1dXTExMaNGiBV999RWenp7lji8qKjL4w8zJyXnW03hq0teXWP6us1pQcCWF/IvJWPesRuqP19AWqEm9lESATb5+nKlEzCI/D/o52Tz3/jUaDSEhIUilUho2bKgXB9tyZws2Jja87vt6uds2dmrM5uDNSCwleEQ7kinOYEWNdviqLHDRiChwNKZtxw6cDgnByMgIkUiEnZ0dYrG4lLCXvb09eXl5rFql6/BsYWFBo8aN+KzjLCZMG0njxo2ZOXMmBQUFet0Z0CXkhWeGG8y1rP0y2nu2f+7P5kWQe/Qo2Tt34fbt0ie6pctD5uyM1MkJdXKyfpnExgbXRd8glssx79gRVUIC7suXP2aW56NYf8U89z7D172F6BX2Wr4q2I18B7uR7yAIAnnHj2PasCHZ+/aR/OUczDt0wKRmzQrNk5aWps/rmjBhgkFiM0BobBYAJ8JTiUrLo6GnDTt37qSgoIChQ4dy+WAMwdujAIhK0l3bygrnJCYmGjQCdXFxIT4+vsxxgH6sIAgIggax+NX5TYgkEuxHvY/9qPf/6UN5KkytrFEqFHR8dxx1O3RGIpU9eaMqnpmn/sVev36dFi1aUFhYiLm5OTt27KBWrVo4ODhgZmbG1KlTmT9/PoIg8Omnn6LRaPR/MGXRrFkz1q5di5+fH4mJicyePZs2bdpw48aNMp9OQJf1/mjeyz9BwqxgzJq7IDaToav61XGzkyugU6v1MjHCSCxi3K0YkopUjPMsR2Y77iKs6Vjyvvs30GxUqWFbt24lLExnNO3bV9LbZZuPLrchtSAVT8uyjb0fO/9IvwP9mP/3HK5Ouk6QTzPaptSBo7qLobmlEZs3/IFIZnijPnv2LK1atcLJyUkvNObt7Y1CoSAqKspgbEFBAROmjUQulyMSiQyMFaCUsQIQkhTyShgssWPHkXfsGAC3a9XG/YdVWDxDoqnM1RXfE8fLXW/asOEzHmHFqdfBnWtH43AvvF1lrDwlIpEIi/a636Ptm29iM3hwSUduVSHsmQieLSBwKEiNSm1vZFSyLCwsrJT+yYL+9UjMLkQiFhHgrPNGb9iwAXNzc9q16Mz2r0rymlxtvBGLJZw6FszgwYP1y5VKJaGhoQbho8DAQI4dO0ZOTo5B8uL58+f16wFCLvQiL+82UqkVbdtceuqE/spEWagg9MA+pEZGOFevibGpKVnJiVRr2PSVOs5i3v3up3/6EP5f8dSPkH5+foSGhnL+/HnGjh3L22+/za1bt3BwcODPP/9kz549mJubY2VlRVZWFg0bNnxs/kr37t0ZOHAg9erVo2vXruzfv5+srCy2bCk/s7xYPbX4X2xs7NOexjPj9EljnD5qiMxNF2bJP5dIUXgmqT9e14/p5mDF8gBPWlubE1OoJKJA5w36MiqBVKWq7InNHin9O/RFqSFXrlzRGytdu3Ytc5qeO3qWuVyj1fDOnkFMPz0d5aUiFKpCXqtlqH6pzVFSdLe0mFjLli31yqjFuLi4kJSUVCoJ8tGnuUe5/vZ1DvQ/wJKgJUxoMIGPGn70VIl5lYU6I0NvrBSjiilfhbQymTdvHiKRqMx2BUqlkvnz5+Pv74+JiQlOTk707NmTuLg4/ZgRI0bQdrAf41d3pNP2r/U9eIr/lfUU/qyolUqKCgqePPAJKAvVpMfnvdCk2heFSCIpuVmG7YFrm2HvR7BxIDyi5gtgaWnJ22+/Te/evWlYjnG6bmRTfhnRBLmRhNTUVA4fPszrr7+Oi5cd/i2c0SijUSsjkahOU9PJne27t+hbdoCuBD0vL4+BAwfqlw0YMACNRsOPP/6oX1ZUVMSvv/5Ks2bN9CXNeXm6gga1OvuVMwI2zviYUxvXcnLDr2z6/BPWfjyOnQvnsGfpV0ReOPdPH14V/zBP/ehlZGSkL5ts1KgRFy5c4LvvvmP16tV06dKFqKgo0tLSkEqlWFtb4+zsXGZfnfKwtramZs2a+g6uZWFsbFxmctnLQGaviwM7fhCIMi4XtAKazCIKIzJRXE/DblgtTGraMBDo5WDN6cxcJCIRMpEIkQgcjMpxGdp4w/Bd8Ftf3Xt56fDRrl279K9btGjBgQMHABg/7DXCD2/kuonuM8nNjsPC0s0gqfOXve9wNVv3mSZcikFsImZt9z3Ucm5AI8sGaIvUyBxMMa5uXbJDlQIyosHCRaeMmpUJ6VFg401gYCBr1qwhLCzMoIXAo09zZeFq7oqredkGzT+F1NYWt2+/Je/YMfJOncK0SRNs3iq/QV1lERcXx/z580t5pkBX9tqzZ0/Onj3L+++/T7169cjMzOT8+fNkZ2fj7u4O6BSUHw3BCg8pqLq5vZgy0Luhl9j+lS6ZuO3Qd2jSp/8TtiiHjLtcW76Gm8n1qNOnGY26eb+Q46sU6g6A7e/pXkcfh+tboP4bBkOykguIPa9CamTFreQUjORSjOQSzKyNsfGyICQmg+jUfN5p5YNELGLz5s2o1Wp9dVDHt2uRlbCZe6G6cuXudT1ZeSKEdu3aMWrUKOLi4li8eDFdunShW7du+v02a9aMgQMHMm3aNFJSUqhRowbr1q3j3r17/Pzzz/pxDRtsIDllP1aWgZX6UT0L6XG6HLjWbwzH1s2dzIQEjv/2ExHnz3L3yiXeW74GM+vnD61X8e/kuX3FWq22VKJXsb7D0aNHSUlJoU+fPhWeLy8vj6ioKIYNG/a8h1apiMQijD0fuF29wbSBIwwy7FUil4jpbF9+EpZanUde/h3MzfyRSs2gWhAM3QbX/oA+K0qNf+2119i5cyeA/inKzs4O+5h9qB8yTlru7I5EEDAWBEBEwYPS6y5aOZ/cCsPzRh5D3xjCj+//gom0JLkuPz8fRZEC02LNiW98QZnLtlsqMjMVNC44BssbglNd+nb/hUkyGStXrtTH6wVB4IcffsDNzc2gk/CLpiA7i/S4+xTm55Eac5fgrZuwsHeg/fD3cfCuRlJUOElREciMTWjebzCSCoZELLt1xbJb2Z6rl8Unn3xC8+bN0Wg0pXpSLV26lBMnTnD69GmaNm1a7hwtWrSgRYsWBstOnz6tz5F4UYQe2Kt/be/h9ewTLQukMeBt48319M3Pf2CViUgEk8Pg0loIXglGpQ3La0djuX5C58UykkvRqLRo1CWemAvGKo7L1ThbmdCrnisbNmzA0dHRwMjsMeETVr47BHsPL0Ys/pR+92KYOnUqkyZNwsLCgnfffZevvvqq1L5/++03Pv/8c4NeQnv37qVt2xLhOhub5tjYNH+BH8qLY+yP6zn44wpObVwLQLWGTRm+cDmRF85x9s8NxN+JoGaz8n/7Vfy3eSrhuGnTptG9e3c8PT3Jzc1l48aNfP311xw4cIDOnTvz66+/EhAQgIODA8HBwXz44YeMGDGCxYsX6+fo2LEjr7/+OuPH68IAn3zyCb1798bLy4uEhARmzpxJaGioPsxUESpbOK6yOHW6BUqlrvtts6b7MTc3NHiyUxXEJd1jzrzZnD59moyMDKytrfHz86Nly5bIZDKaNWmEZNu7bI514NjdbO5GxyO3lbJ2miOFXi25r8njdH4s8RIRl98MoV89e/beLsDa2pqsrCxmzpypbxJXrIw6uKU3/qqbiEVwMVHD+msq3C1FXHzfDDvTB+E9+5pMud+eb775hlGjRtGkSRN27tzJvn372LBhA2++aVip9KIoyMlm1fsP3XRFIgPtiEfpN202PoGPb5L3T5Gn1lDjlC6U2NHWkoKrF9kz8k2uXLnChAkTSEtL48aNG4DuwcDDw0MvIqZWq1EqlSXG5RN4VEG1PArzVZzdFklRgZpO79RCZvx43ZGc1BQEQYuV43NU+S32h9xEspotwLLrmJcuNviiebThZMv+NajV2pU1k04CsMdUiY2/NcvfbIC9+X+3E/HzUJCTzZ3gU5zfvpn8LF0DTJHEGSOLgbw2uSnuflVelv8KlSYcl5KSwvDhw0lMTMTKyop69erpjRWAO3fuMG3aNDIyMvD29mbGjBlMmjTJYI7ikFExcXFxDBkyhPT0dBwcHGjdujXnzp2rsLHyb6bYWAG4EjocN9chWJi2IDUyn2PrITMvha93jMLWwZbho8cSbyRny7ETHD+wGzMzM/744w/MVtbjnctZbL6dRcNGTVDl5iMpymZQbh7cOAijT4FLSXfivbcLEIugaZPGHDx02OB43N3d6d+jI0f/2sq6bC0qLXjZGjH+gw+YMXEkdkc/hoTLusHVglgwbgE2NjasXr2atWvX4uvry/r16yvNWAEMjJWxP21Abm6BSCzmwp7tnFz/C93GTcInsBEn1v/CrZNHyU5Jfsxs/yyqhwytw6mZZMz+jEaD3qRu3bqlxt66dYuEhATq1avHqFGjWLduHUqlkrp16/Ldd9/Rvn35ScsqlYotW7bQsmXLxxorgiDw94/XSYrOQaPScjs4kbpB7o89B0uHcpLIn4aPdTkV1s8/0ytBo25eXPo7BmMzKUX5as5ui+TsNl04tsuYOoyqa4/sMUKK2YdiUN7NxqSWHab17JFY/v8xau7fTOfs9ih6T6xP3fbdibosUHBtEzKz3ogkjohEIvZ8F8p7S9s+0Ziu4r9HlTT/P0RW9iUuXRpU7vrIPXPYd+YIey78QsDvO8lwK3G5Zy/4nMKDe8nIyMDm8nIS9n+Dg6kImaMvvb6/yY10CfcmWYNS16kW3y4gEkNeMvfUDninHiHNsi4Ok08aeFgASL0D3z9wubaeBB1n6rwYxxfA8a+g29fQvPLEs57Ed8P7o34oBNn2rZE06tkXsdjw4lUs0T/+180Ym5Z2278qnM3M42aegrWrV3Fl+WLu3AnHw9mJoKAgAw/Ljh076NevH3Z2dtja2jJ9+nQA5s+fT0xMDBcuXKBevXpl7mPv3r307t2blStXMnbs2HKPZc/yq9y/mU7jnt7cPpuIfwsXmvWpeP5ZFaW5sO8uIXvu6t971LKlz8TAcsdrcpUkzjtvsMx9QZvKOrxXjr9XXyfqiqG2lamlEXbu5sTeyjBYPub7oJemoF1F5fE09++qb/sfQKXK0hsrlpYN6Nghig7tw2nR/Agalc4dXqP35wgSXXnj0haGyq3uLi6IxWJd+WTLibj2n4+sw6fg1x0s3XQJu9Pjoc3Hug0iDkL435BwBe+UgyBoIPGBp0SRaXhwWjV5SoGZxwrpNmYuttYWiEQi1n77oIy8hmEyZ1hYGN26dcPc3BxbW1uGDRtGaqrhBQcgMjKSAQMGYGNjg6mpKa1bt+bYQ1U5Fy5cYPz48aUqWh7+17lzZ8b/8gcK9+osO3yGz3YcIGjAGzSsXZvN638HID8rk33LvgFAKTdn6PC3y93nq0BLG3P6mYq5veo75nzxBR7OZSsC5+XpjM/c3FyOHDnCiBEjGDFiBIcPH0YQBOZ++AXZB+6VuW1ZCqpl0WaQTn324r575GUWITWqujw8L016+jBitB01C0IAUCs1jx2vSnmo4koElq9yAnIl0LCbYS5U1/frMOLrVvSZGMgHP3Sg9cASheTIiymPbl7Ff5wqD8tLRhAEfW8gicScoHaGvWROHnodleQaAJcuwdQp0fTp04fZs2cjt7bm8rlzjBk9mpEjR7J0aeneRL169eLGjRv8+eefrFu3jmPHjnIvKhw7Yy3N3SXMfacjvrnBpBVocVyU99hjNZFCc3cJx+9p6OsnYded8i+2H374IY6OjixatAhPT09CHojPAcTGxupF7iZOnIiZmRm//vor12/epOea9XzSuwfLRr3DmTNnqFu3Lp6enmRlZXHo0CGKiooYOHAg69evZ+HChZiYmDBx4kQCXBwJcHFErdVy8V4cCVk5zBz3PvaKbERiCf7d+vDG2Aml9nnz5k2OHDlikIT4TzN27FgOHz7MzZs39Z/Zox6WrVu3MnDgQNq3b69vfVFMmzrNuR93nzNjShJWLbt5YxnkQV5eHk5OTnTo0IE9e/Y88Vhy0hXsXX6VzKQCBk5rjKPXq/339G+jvEamquRk4sZPQCQW47Vp4zOLFp6KO0V0djRdvbvibPbvUA9/FFWRhjWTT6LV6G5Nbn42FOarKMxVkp+t1I9r1seHxj18nmtf+efOURim0yoyquaDeatWzzVfFU9PpeWwVPH0ZCTms2m2zsXr5GPJgKklvTU0mjwyMs5ga9uK9PQTmJpWp37TmcTHbyQxaRuNGsGsWdP5+uul7N69W7/djBkzmDt37mP3+/XXX3PmzBkGdmlBvcYCSZkFrDiTScNZpxnTuhGWJsbAIdoGBtC9R19MraywzA9Hen0T5+I0fH9BxZdBxrT3kdLkp3wauUgYMPpTcCiR0V+7di1Hjx7F0tKShQsXYmRkRNOmTencuTNr165l1Cid8N2CBQvIysrixo0b+PnpEovfGvkujjV8+WvebEI8/fj4nffZuHGjgehWREQEdevWJTg4GJFIxJAhQ+jQoQNNmjRh9oghRF08x8DP55OalEjjtkFs3bmbJTNn0PqN4fxv2vRS+3z//ffx9/dn0qRJ+g63/zQRERH8+OOPfPvttwZqpoWFhahUKu7du4elpaVe16asRqKufp5cjzbs0Jt/LhHLIA8DBdWKYGkn581ZzRG0QoUbe1ZRccoyVrK27yDxQYgPQJWQiJH705eeK9QKxh3RNSMNzwxnXut5z36g/yAyYwl9P2rAjsU6L7AiV4lrDWsyk/INDJbzu+/SqLv3M2vJqDMyuD/iHYNl/mG3XjltmipKqDJYKpkLe0vi18l3c4iL32iw/krocFxcBpKY+CcAHTtEYWRkT2KSTrm2evUA2rZtS//+/bGzs2Pfvn3Mnz8fZ2dnfaVVWUyePFlnAOz5AG4kg6ChV+NGNPnyJMfCIunboDYAxko1ssjrqIB0IDRKy/prOnG7KYeLAF2+yBfHlXB8HnFxcdjY2PDrr79y8uRJBEGgoKCAZs2aMWrUKEaNGkXNmjXZsmWL3mA5cuQIFhYWNG/enKKiIho2bMicOXPo3bs3u37+iRqZyQzsHmRgrAD4+voSEBDA9evXadeuHe7u7uTk5FCzZk26jytJ5nbyqY6NvT3+zVrSZdQEAE6dOkWDBg30xgqAqakpffr04fvvvyciIgJf33++AV98fDxarZaJEycyceLEUut9fHz48MMPmTNnDjKZrGzp9dQkHN2dcZrUkMztkRh5W2IZpBMJK1ZQfRppAaDKWHlJaLVaDu3fh5W7Ox5xcbh+s/CZjBUAE4kJ3by78fe9v+ld/eV3Ky9UaZCKRUhfQF6Jq681H/zQAaVCjZG85DaVl1lE6JH73L+RTlwNU76/n0Jneyv8zJ6+91HOX3/pX8vc3dEWFlYZK684VQZLJdP1/ToIwg2iLuvirXfufF5qTLGxAqDVFhEb+ysAx47msWjRcNZvqEubNu44OXanX79+aLVapk6dypAhQ0r1KSmmSZMmqNVqNPfOImn0NrnBGyjMTsXJ0pzkXMNQ0IivFrHjiw/IVslp4l2N7WG38bQSMaONMdGZWmYeVyKVyajp64ubmxs3btwwMJYmTJjA3bt3GTduHOfOnaNp06bsf9DwLzY2lsjISMRiMbNmzdKHZrp06cKAAQMAGK/MxFteuhJCEATu37+PRqPRewiCgoLYunUry5cvp3fv3hQWFrJ8+XKys3P4+H//029bVFSEjU3p0sfiMuBLly69EgZLnTp12LFjR6nln332Gbm5uXz33XdUr14dCwsLevTowd69e7l9+zb+/jpPV1hYGGfPnmX06NHInMxwHFuS71SsoDpkyJAKlz+XRXZ2NlevXqVly5avdCf1fyPZ2dncdHcHd3eaNmxIzR49nnkukUjEN+2+4Zt237zAI3wymy/cZ+o2XXn+uKDqTOn24pqZPmysAJjbGNN6gC+LGlmw5F4SRCcyNzqRkOYBeJZxDXkc5m3bku7sjElAAIJajd37772w466icqi6+rwEuo3SSawLgkBOzjbu3PmCImUqHu7DsbVtTX5+JLfCdN1979zZS0LiWgB2786hRg0jbGzyCA39jnt37zN48GD69OnD2rVr2b/1GD37dMfKXo7kof4/hYWFzJtX7A4eyDsXN+MlKyKjyIS8QiWNmjVn0KwFzNx1iOb93+DOpUtkq+TYG7tRpGxEgepLJjW3Ze6Y7aRGx8Lxt1CrVHqjwdnZmT/++IM33ngDW1tbvpj/Bfdz7pOiSOC3336jT6eOZGRkUFRUxIIFC9BqtZiZmTFhwgQsLCz0oZninIrypOI3bNhARkYGUqlUb9wsW7aMtLQ0A4+Evb09R44cMRBLc3Jy4ty5cwQEBHD//n3s7Oxo3rw5ERERpfa5YsUKvv/+e6Kjo7G3t2fw4MHMmTOnlNrsvHnzOH/+POfPnyclJaV0hVUFydh8h4IrJQmDry14rdSYb7/9VrfutZJ18+fP58iRI3To0EF/7suWLTOoGnqYRxVUK4IgCCQkJCAWi/V9og4f1pW/16hRo9yWC1U8G+bm5vrXF0NDSU5PZ+jQ1zEysv7nDuopKTZWAJytXk5n8AKNYUsEo2fI+THy8MD3+KuVhF/F46kyWF4iIpEIK6tAmjYtyUdJTDyjN1YAEhKn6F9nZmowtxAjCGIkkgiKikK4ebMOyiJdHPfcrkhyrpxHJAJzWxOav6YrQX00j9rCvz1Xzh5ly40ishWFDB02DHt3XYNEsVjM5b9208FlKA4m7oze8TnGEiMCai8kS2aYAFWsr2Jvb09InK7qQeWlovUfrWl91Y6aeRrOADF3dPkUCoWCU6dOUaNGDSIiIhg8eDDz5s3DzMwMGxsbfQ8oxYP27A9z+/Ztxo0bh0gkolevXlhbWwM6D4mfnx/u7u706tWL3Nxcli5dSr9+/fT7Ap2rXalUolAo+Pjjj8nJyeGnn36i4EHfm+J9Tp06lYULFzJgwAA+/PBDbt26xfLly7l586a+9UExn332Gc5OztR19+NISgq5p+PRFqkRG1f8z0iTqzQwVgAElbZUw8myqFWrFidOnGDq1KnMnTsXsVhMhw4d+Oabb8qU2y9LQbUsMjMzuXXrFsHBwfpqpLJIS0urMlheML/99hsAZmZm5OfnExNzl6PHWiCTKakVsAhn59de+TDF7TndCI5Ox87MiLpu5St7v0imV3OhuqkxIqCLvRX2RlW3sv8PVH3L/zBnz86hrNYYgtAQX18HTp8+T3xcO9w9jlG7znFOnbLi5Ik7iERi+o3sRLWa3hRkFxEekkzw9ijUSg0SZPTo3Ifo2HD8/PzQ2Nnwx7pbbL50hubNmvH222+TmVlSzjxm6W8kfRVCblE+R6KDaV2jGb/V0YmXCRo1ABI3DwPRsfhQnYdCXk2OVC2iRrw55xQ6nQTxgwusXC6nqKgIFxcXJk6cyKeffqpvBldsgIDhUyZAUlISPXv2RCqVIggCbz3U02fgwIFIpVKDipe+ffvi6+vLjBkz2LxZVymzcOFCQkJC+Oyzz5gzZw4Anp6eJCQkoFarMTc3JzExkSVLljBs2DD9jQOgZs2aTJgwgRmrZ7DbZDeOckcODjjI2TGb8bByIaMgi/qXTyEUqg36NVWEvDOlvUk5R+9j1dXbYNmRo8dYcyqai/cyaOxtq1/esGFDDh06VKF9BQcHV2jcihUr0GgMK8CaN2/OuXOGzea2b99ObGwszZs3LzcUWUXFUSqVeqO9sDAXR6e7ODrcRSbTPZDcCvuEW2GfYG7mh4vrQESIkclsMDf3x9y85j956AaYyCS093sBAoJPgVQsYqhr1W/w/xtVBkslU3jnDoJShbxu6c678fHx3LjRhCZNBtG2XQ/MHylDzMvdyIkTQ/noo7W89polUpkjx4/tITIykpb+Pbh9OIfbh6+RqY4lRXSTu1fTCI24SU5BNr//+gdO3paYmZkR9vcefj51AUsLS2o72jBu2JvYeOrKAQ8fPMD5bZswl9qgEgooUivJGTGAPW4y1terRujlo/wPeD2opAxYEAROHzsNgEQqQS0V2N48jptHo7A1M8XE3AJbW1uMjY3x8/Pj1KlT7N27l3feeYdr165hZGTE+PHj9TfEmjVLLr7Z2dl0796drKws/Pz8CAsLo1cvnQhcdHQ0f//9t0E3WgAbGxtatWrFmTNn9MtatmxJy5Ytef/99/X7DAwMpFq1aty/f5+jiqOcX3setVpNi+6GfXfeeOMNJkyYwKFdh2AwpChSUKgVeNq7IagMXdFio6dT2zRv6Ubu8bgnjqs+fb/+9dWZXbCSl9M08wUwZswYvv/+e4NlUqmUSZMmGZTOOzo6EhoaSlRUFBMmTHjln/xfFa7HZaPUaAhwscT0IU+AkZEREydORKPRcPFSO4yMijA38yMvP9Fg+7z8O0REGFYF3tnUnLe+Woql/cs1FKqo4p+kymCpRLK2bSdxxgwA5IGBGPv6QpPGpHh5IZVKuX37NoIgISjojTKTIl977U3++kvGZ599zJ492eTkRGNpacno98bSznMYGfG6sMadqJusP26YaLfiZ937IUOGcPXyJRQqFeNaN2b7uRCiU0sUI88ElzxFB1hYYGFszKlJo5GIxdzr1YvZFy8C0MrfnzD/AN3+mjQhPj4eMzMzWmtb07dpXxZPXUx2WgH79u1j0qRJ+m7NY8eOZc+ePfpwkJ2dHStXrtSXFctkMlo90D4oLCykd+/ehIeH88cff/Daa68x4q0h+s7cyck6mf1HvQErxx4jKjSZnIwC0uPzsHMr8diYmZnpc1sEQdCJ2okg0jqS3Gu5AKglaoP5ir+LnOgcwoaHoRE0SMVSzOfojjPzk32lv+wKIrE0wn1BGzTZRWiVGsTGUiSWRqXG1XQyJzw5j+EtvLA0qdw/UwcHB30uTvH/p0+fxs/PjxYtWmBsbIyZmRn79unOOyMjg4yMjCovSwWYvDmU7Vd0XjVvO1OO/8+whYKlpTHnQ3piZKSrxmvYcAMSiRmRkV8TG7e2zDkzIyxR5GSjyM2tMliq+H9FlcFSSSiuXiVp1ixEcjnOn31G6rffoggNhT//JNXFhWxra5KdncDJidjYWJSIuJinQq4UE+Bkg4+LLZZyI7p0GUinTv0RgFs3b7Jt2zZq1qzJkDdboFZpKMpXM4JWzE/6lLuhqXjXtceztu5GUlhYSJcuXbgXG8e+/fuxVCpoFx7GnbO6JmyN7ibilKPL6Qi1b8LQM+vpbeeETKvlTv1A8rVaLmTojJuC778HK2sAdtzSaRW8/vrrbNu2DV9fX67sucKcOXMwNjYmPDxc30Oqe/fuLF++3CAcVKNGDYYN68Uvv+ygTh07zM1lZGffYujQjwgODmbXrl3cuX0brVbLUHZAShg4BlCjRg3EYjGbN29m9OjR+if8rPxUopKuU925DoX5qnK/k1mzZqFQKDALMENiKsHYWWcIZd3JMhh36tQpQOcBE4lESEWGfyZOExvCYpDXe/Z+VxIrYx7nmzk4qd0zz/08dOjQQS9M9/PPP5c5pmbNmlhZvZxchX87xcYKwOJB9UutF4uNKSyM1b8Puz0dB4euemOlZYvjyOW6EnW1WoGyQIm8vSWi0U/n3bpy5QpXrlyhVq1aNG/+anZqrqKKJ1FlsFQS9wa/oXuhUpE4cyZoS0IJdoWFuIWFUSMiki8m/I+Q4FBi7JzJvVqIOK/kad9SpKCf8Q00IjEqiQQTte5mfMKlGvuuRmOnFuiQoqaDzARrEymNfK0RaQUUt9IpTMzljQnDCQ4PZtPcNbQMaI6RqzkNu/fG3b82l5cv1RsrMR6d2JqvQUCgSf8ZiOVytjo4cCr0CsVde47n5ZGsViPx8mJPdDStW7dm/vz57Ny5k/nz59OqVSskEgl9Xu+PzMGbM+I6FHcc6t27N+vWraNhw4Y4OjqSkBDMb7/pSnl799Fy/ERdVn6fxr59OXTqVI+MjAyWr1iBjQnE5WhYP3skb30fjIODAyNHjmTNmjV07NiRfv36kZubyw/HV6LWKlmxbiFuNXUJQTExMQwaNIg+ffrg7OzMqVOnWLduHWZmZkSdiuLvpL/pOagnvf7qxcKFC3F3d6d9+/aEhYUxduxYZDJZmcnAAGJTXXhG5vjspcKvKm3btsXb25vk5GRsbGwQi8VkZWVRvXp1ioqKyM7OfiXKwf8tRM3vQVhiDrVdLcsMoYnFUlo0P0xm5jlu3/mM1NSDKBT39evPBgfRsYOuWksqlSO1lD/1McTGxrJr1y5A1wjzZRgsglZL4c2biE1NMa5evdL3V8X/D6oMlmck5+BB8o4eQ968MabdWyORmCKVWujX2wwdStH9+xSm5aAN08nvG9Wogfvy5Rj7eJPz9wEip07lfE1dcmuA3Ij8vLsG+1BJZaRa2XHH3hUjjRpvZQFia1sK7ByRieBIVi43ijQ0vZyFUKg2yK+YdXgZB8NO0alGS+JP3eaHMwuQ2smxCHJHJIZ+W/Zz5vMFNOkVxPV9uVxYNxkrUztqejflZHAIX126aHDDPpSXx6G8PHjQabt58+Z06dKFvLw8RCIR58+f5+bNm4g8GuDU4V1yVSUX57t37xIbG8ulS5cQBAGZTIa5uZiCAi2NG9tiZVWHyKi9ABw+fI3Dh4fpt317ZxFwjrcepFisWrWK+vXr8/PPPzNt2jRApznz22+/0b59kH47S0tLXFxcWLFiBenp6QiCgIWFBRcvXsTJzom37d4GYNu2bQwePJiRI0cCIJFImDx5MidOnODOnTtP+7N4JcguUPH5rhvUc7fivTZP37zQ09MTT0/PMtc5Ov7/CEHEZhRwJCyZHnVdcLR89lJdiVhEnSdUzpia+mBq6oOlZT1CLvQhL++2wfrklL9wcuz+zMdga6tL2m7RogUtW7Z85nkqiqBUcrteiTdJ3qABtiNGkH/6FJY9eyF1dESTkY5p48aPmaWKKkpT1UvoKVBcu4aRlxcSKyvC/ANI+UKJ+kGerFhsTPugEnl0tVLD2mlnKMpXY5lzj3rXV2ExcxouAX4Y+/qS9v1K0levZs7qDRzV6kpapZE5SKNykUrVTO1gR5tqLpgYqdmUnM13Wbo8BxtBRONCMYkaNTfMRQQkKzn2hq67sqDWIqi0aBQqmrRoytXwG+WeS+Op60nFGgBJWhzRP4+hQ70BCD4NOLZ3JrVr1Sbs5nWaNm1Ku3bt0Gq1LFy4kCFDhrB161bEYjEqlQpfX1/69unL0qXfUtM1kANHD1JoKaGGo854O3jwIL1796ZBgwYMHjwYc3Nzjh8/wqZNm+nT15IpUxrh6jKAqOjFALRqdQYT4xfXAyU7O5ugoCDu37/PqVOnqFWrVpnjIiIiSEpKwtfXF2dnZ1xdXXF3dyckJKTU2LS0NBwcHJ5Zh6Wy8f60JMdmSjc/xgXVeO45BUHQhxWaNWtGnTqlk8j/K2QrVNSffRAABwtjLsx4fFn4i0KlyuLu3eU4OHTh8pU39cv9/efj5jr4pRzDi6I43608RCYm+IdeeUlHU8WrTFUvoRdI/tmzJHz2GQigTtRl7/vf0AklqQ3uq4Y6GlsXnqcwNxNBUJNt4UWaXV2MPpvBPUBlaYUsJxuAn2t7s+RYLMvtBeqZqWmRuA7TwgJyImAfMNDzGtPMsrlWdyHHbJuRKRI4JNcAOg9GRFo+O97+knrpt7F6rR+2I17nwp6zvDakP+Njm9LqzFmMfLshCBpqNF6nP77z2mUMVn4BgJWNBytGH0GhzGfWH28jr96EIW8N4LOpHzNr1iy6du2q327Tpk0kJSVx4sQJTExM+PDDD7Ewt6BJjY4E3/mb/036hGnzJoJjPXJychg6dChmZmb06tULS0tLbt68yY4du6lXrw6fftoKleoqUdGLkUjM8feb80KNlYeTeA8fPlyusQK6NgDFoY5bt26RmJjIiBEjXtixvExWvNmA8Rt1N4OwxNznnk+j0fDnn39y+7buyT82NvY/bbDcTszRv/6w48sLf8lk1tSsqVPC7tghCpUqE5HICKnU7Alb/gOolZB0Hczswcar1Grf4LNEde6C9hFdH7GlJdqcHKS2tqW2qaKKJ1FlsDyBtFU/oE4wLDO8/UCjxPS0mILWWmxtWuHnNxvQxW7/XrmU+OsPKyiKOdxkILa9RnPsZjjNbl2lY8gZBMcAZD+F83a2ireBG5kh5NZuR5KjHOVf24FiswTW3PyCboH7CczUMDhGiVwDNkqBRYKK03m5+EdeIXXRFVIXfc7dhg0Q1ajB6zPnc3xfGEXHbiGhiIefs09oSly2GRKBFZYKuHSAfEUmrm2G8+V332Jv70CHDh0Mzj0nJ0ffQ0ihUPDBBx8YrP9j78/4NXKnXr16bNy4kbS0NDp06MD3339PRkYGbm5uTJw4kRkzZmBhYYFWqyY75wrWVg0RiZ6uRPhxaDQaBg8erE/ifVgF93FotVqmTJmCqakpY8aMefIGryC96rnSq55ruZ2Bn4aMjAyWLVtmsKx+/dLJo/8WslRqdqRkYSwSYSYV09bGAhuZ4WWwWTU7Tk1pT2peEQ09yxBJeknIZP/cvp/I3IcSzkfsA+/WBqulNjb4XbwA6Lxz+adPk71rN4U3bvcb3pMAAECdSURBVKCRSnH4sHTfrCqqeBJVBssTKLhwoczlcW5upN+0w9KuFdm163H+/D2EmEOk3I0i/vZNWr8xHAcvH+7cS+LW5tVc9VSQbmRBfK262DZphkOLofS5ngfZukRapbaI9KJ4kq/cR9CWlO3KHKuD8g7yjjP5fVcBd83ExJioaZUpQSrAa5En8f9wKHZmI4n96COE1Ps0vHwFka0L+Ro1SVe1YOsP2jx2xQaQWmRGtkpOiF09eMj7phBDatwVREamqPPS0RbmkZaRio2NDcOGDWPp0qWYmJhw/fp1tFotGzdton331wykuNu0aUNBQYE+THL48GEsLS2ZNm0aH3zwAUlJSaSkpJCdnY1MpktcFYul2Fg3eSHf1bx9t7gYk8mV+1lUj9rK0d276d27NxkZGaxfv95gbLEY3YcffkhhYSGBgYGoVCo2btxISEgI69atw9PTE0EQyMvLw9zcnPXr1xMTE6NXyz158qS+a/awYcPw8ir9pPlP8iJ0Uh5V+wXo3Lnzc8/7TzHmZgzHM0u8Tp94O/OJT2mvnoetKR62/72k6hdG43fh4s8gMQbH8j2XoPsdmrdpg3mbNi/p4Kr4r1KVw/IEEqZOJXvX7lLL/+7alUInR0zkcrKzdeEdizCdZomVoxPvLdeVhP61YjG3Th3jXpse0LIDdoKWwMNZNMrU6L0n5/OO8lXgDhrcscIl3QSrfBlSUxV1hkUC4Gj1CRfs+zE9usTT0zBDzVeHIvAUz8PGMRZFlpykC2YUpstQmsjx3LaVjd/EANBsgAMnftIlqFq7+6LWhpKdYo7x8IX0bOBObIaCljXsaNqoIbfDIxAEeGfkSLp26sDx48dZvny5Tkxt7nL6fryYtF0LcHpzASYedRjVthrTuvsjEokYNGgQp06dIvFB6Kx+/fpERurO4d133yUoKMhgvk2bNr3Q7+rh3I2kjZ9SFFt+Dk/xz37t2rV8++23+gaNTZs2ZcaMGdja2nLs2DGysrL05/Ltt99y8uTJMuc7duwYQUFBL+xcHiW7KJsiTRGOpi836VWr1bJz505SUlLw8PCgbdu2WFhYPHnDVxTnY6EA1LOQcy1XwVxfN95zf/by9KciOx5u7gATS2gw7KlVkl85FA/UsuWvsCeoileeqhyWF4jr119j+847xL4/CnlgIEVRUVgPGkj2vXvUDwjg9ddfJzMzkx9++IHsxtUQRUdDSjJ3roXgV6+pfh7vU/vhRgi/9x/DD01N6RWvYmh4Bh5qU5SCiiKZhnN1dJonPmlv8nq+DNDd7G9fCCU+IgDjLpZYmRnhkaHgirUUhfkxbMx1Gg5SSxusggZgxQ2S2nxJUqYIDWquuB8i5pAGR8C+Wl08Om8BID/Wh16dayIWlyTI5uXloSxUMGbMGFatXAFAv379UCqVrF69mrGTpyGodbLhIonOQ/LjyWjCk3NZ+05TTExMDCqL8vLyKCgoYMyYMfqwwsPzffnllxUqkU1OTiY4OBilUsmAAQMQl9PobHLnmiw5FA5Ag7HfEjyt4xPnHjFiRKlclcuXL5fqoHz16lVWrVr12DyYyqT1HyUu9ylNpjCs1rDHjH5xiMVi+vXr91L29TLo6WDFvtRsoguKqGcup7nVS8oPmfVIpVBRHrQY93L2XUEEQeB47HHCMsKQiqX08+2Hvdy+/A2qDJUqXjJVBksFMPH3x/dUyZO1IAgwezbBN4KJT4rHwtSCWFEspxxPYW9kRK+zLuxat4h335pIs849cPKqxrH1P3PStwFJUhOaF2Wz38WcvW5OAIi0/RDEA5AoY7FJmsFFv/p03WvCvUMzaD6oJteuF2Gr0RJ0Q8GBhmJSLGSIlBq08pIuqZmqj1AKtVAJnTm2MxVIJdniHhc9/gZAIh3OjrdrEh2nM1jswky4P3QYEktLXBcvRmJuhlyu03gYMmSIwfm/+eabrF69mnthocwf2IjR+0DQlAi0OT8o+ywsLNTPATxxvuDg4AoZLPv37ycmRuctWrp0KSNGjChTZXViR1/qulsxdv2lMkW6Kspff/1ValnTpk1fmcZ/Qe5B//Qh/Gv5uY7Py99pWU5sv24v/ziewPIry/np+k/693/f+5vtfbb/g0dURRWGVBksz4BIJMKmgw3b7m6jV5oT3Y2as95K92SvFesuTpK4AtYuWKDfxqxIxfmGOvXSti4+rPSy5nhsPDkFCs5lF/C32ByNkQf5d8dhFCagQaAw05u/NmrIae2A04k0mkYUcchdjEipRZSl5E3VZ8wX1vCm9Cg2sm9JVv7IkZwS4TmltMTboRK88anZFzevIO607oA0N4ritQWRdzl8N0LvHUlMTCTtejzC+QzMW7ji4KBzmWdmZtL4gXbCsr4+dOrZGZVGi9MDgyUxMdHgpu7q6srNmzdxcnIy+PyKtTyKGzDmHI8l5+972PT3xayJYT6BIAh6YwUgNzeXrVu3Mnr06DK/m/Z+jtye82yaFVqtlrlz56LVakutq1OnjkHDxvJQq1QocrLJSkrA3NYOa2fXF5JL8kOnH9gVuYsJDSfgYeHx3PO9VHZ+AKEP5RC9tgoC3yx//H8NQQCpCagLwdwZBv0Gtk+vj1PZOD/Sy6xv9b7/0JFUUUXZVBksz8CVlCusubsGAA9JOG1jL7Dd2JzfiyRcMzZC2ySbHukqLNSQ4zEOW0dPRGqYdzkdVUM7FmZk8FNsKl6mxkQoId9Y1/tGVKBGpPSkSQMnJMd0eTHyXA3yE2n6fcd1sAe76gxe9Q23A9Zz+H4QNkWzuWjVEF+XlQREdeNYphEZZgkcq74RgKKUbjRMu87lv01o2K031X76mbtrfyXqtopsu6Yc/SGFuoOdcHFxITo6mv379xMWFsZ7hR0piszijnE0oOs5U6dOHaRSKRcvXmTQoEH641IqlYSGhhosa9SoEYcOHSI+Ph4/Pz/98oSEBP18uafjyfn7HgA5h+9j1sSZ7OzL5OaG4eb2JmWlWLWppOQ9pVJpYKz079+fbdu2ATo9mffee6/cbZOSdhF9dxlp95LJS5STdMEBQSumef8htBo09LmPrZVbK1q5tXruef4REq8avrf7f6aUKxbDZ8n/9FE8kUF+g2ju0pxT8afoXb03lka6fIJjx+sgl3tgauqNi8sAHOyfHGqtoorKoMpgeUpylbl8dOwjHGSWZCmz2WNuRheX1tSwD2DcqUX6cflmzck4Gk7trz5BJJVSmJWLZMFJxAfiqVvDmDvONoSK1GD8QDTudjZBMhPWz+8BQOHralIyFSgUGiJvJyE7vhixuICc709g/fElbpvrnlgbxb9ONHA7V0HLRiFE2F9gc3JJWMY6V8ZrF8MAyEp0A8AsMJA6337HiTFH9eO+PBBD7dq1OXPmDFeuXMHHx4dCqQgTtcDaP9cjlUoJCgrCysqKTp06sX79ej7//HN9Aubvv/9OXl4eAwcO1M85aNAgFixYwM8//2xQHr1mzRqkUiltGrUk+9dozJo5oy3UoE5TkJV1kUuXdSJZ+QVR+NX8gpkzZxIWFoZarcbLy6vS+tiYmJjw2muvsXPnTgC9sQK6Ds6P4+atyQCYOYGZkwJBIybpogMSyYsr1f7XMvY03NoNyTeh1UQwegV1Rf6/oVHB/v9B1n2oFgSN3wFjCzwtPRlqWWJgC4KAVqsgPz+c/PxwBEFbZbBU8Y9RZbBUlOtboSCDs1Y2ZBRm0NipMUZx5/grLgFIQCfzVkJ69C0SPxITccAPeao1suMa6khHcsO+Otl3Nfxfe/cd3mS5PnD8m9Em6d6lk1LKaAulBRlVtgiCIOjPhQPc4ygODgqIDPWIHCcoiOMIyjkORAH3Yi/ZILtAaYHSvXfaJu/vj0BqbUtbutv7c129zDtzx5ckd573ee7nMQeFiYM6YdDbcdXLv1NWppDRofzWgd5WS6C3JRk4uOtXjustycY2ujDXzo0upbM5ZfMya8MX0fn8eA7izaG0MMI8jvGAhxHHNB3J6/yxMVkSorFPT6dbtKVlothoZOXv+9ijK8WnTM3vdqXkYcDO4yq8I05w+NAWbMp0ZPpnE3fuED/EbOSfdz9hvd3zyiuvcPXVVzNkyBAefvhhEhISePPNNxk5ciTXX19+bz4qKor777+fZcuWUVZWxpAhQ9i0aROrVq1i5syZOJ2FPKDkXB6lSQXourqSmPSt9XgH+66A5RZcU3V2jYyMJDw8nK+//pqYmBgCAgK49957a0w8ekd9/pfqpBo8vK6m95MTCL2mdpMYpn18GOOpbHznRqM2tMG3ZdiNlj/RMsRtgX3LLY9j18Ohr+DRrZVGLqlUKqIHrOfU6fl4uA/Hqx5TBAhRXzKsuTYOfQWrH6IIHR9qRnJK60KGPoMkwwU2JZc3dxf1vB1dn0moP7kBgCxnLYf8PDDZlaHYgX6JPZ8b7uFH/8pfvnobNUfmjUKrqTwC5u/l378ojsSIDdeEuLP9dIZ1vUZVxn3hn9PVNZb/bfs/Is8dxqkslzte/Df+3cMtMRYWEvpSeVG7Ht4G3r6zL9e9belUrJjKyPnjK/IPr8OUn4mbewf+efN9zHhrtnXSP4Bt27Yxffp09u/fj6OjI7fddhuvvvpqpSGvpaWlzJ8/n+XLl5OYmEjHjh15/PHHefrppwHI236B/O2JmAtLcRoeiN01Przyyhw0mjJmzfp3ba5Oo1AUhYSEBLy8vNDpdLU6pqDgDMaSFFycr0Kttqn5gL9IWbiP0uRCfF+MRq1rgwlLM8n/I5Hc9efQONrifncoWve6Tx7Y5pjK4OWLndZt7KG0wPJ4bnbrH2otWp26fH9LwlKTo2tg1b1k4cR/uZl8jSsh3cI4dswyb9A3vQfz89FH8Tda7lGXalXYlFn+l2Z2643bxI2YS0rY+HMUmsyuOHWL4IvPB7LbKZuzZkthqk4e9jw6JJjb+1aecM5kMvHyyy+Xr7Bz5ZPMzjgbbPnioQGMeWcrAM+N6obeRsPJM1mczSrgz/NJFGrtGVB6huXP34vOxY68jDT6v72bYqX61oJ3JkaRW1TKC2uP8ODATjw/JhS1umE/xLK++AKVwYDzuHGo5JZJ61FSCDaGVvWlljBjq/Wx58MR6IIb53Ziq7PzffhlOuicIGgQDJ4Gfr2bOyrRDknC0pB+nYXyx2KWGp7EaOPCHRPvxMfHh4/fW8z51HS2+AYTlnKUxab3AUj01lFiq8Z/4iG0Bk9QqVAUhd9+iUKvjCU3P4izG4LIUZv4zC2X7/4RSohvzfOymEwmVCoV57OKGPL6pgrbPr2/H0O6enIsJoMxy3daVipmUKnZdrGc7a60H4nPP8K7nR4DwFGvxWCj4fpwb6I6upKWVUyolyODelQc0dMYLk2M5rfwbZyub3nDO8VFJYWQuN/yb2n3R3DiR8sIn14teyI+xWymcNcusj7/gvwdf6KytcfGxwu/t19E18KqEQvR3knhuAZUOGgWe3XXkrppC24GG3x8fPj99985n5qOLjeTT265ieL8YJbuTcTGOZ1OfpbhzUe3vMgN1y/hlyOvYZP6AVodfJX2HXvy7CmKtkwINjFwBp19wmsVx6U+FIFudnz58AByiko5eD6b0jIzA0MsxZ2O/JkKgJtJxcR8OyY621qPTy0+R5BnBNtHdCO9mzs9/VwASDyZxe4f4ig9ncMFP3uoQ8JSmlpI9trT2PX2xv6q2h/ncO215K9fj64WNVgawiuvvMILL7xAeHg4R45UXf02Ozubrl27kpaWxqpVq7jlllus2/Lz83n99dfZtWsXu3fvJisri+XLl7fayRFrJWEv/OcvnSs9uoKjD5z4vsUnLIV79nLuvvuty3a9rqZgxw6MMTGSsAjRiknCUoNNmzaxe/duAAIDA9m6dSvbt29n1KhRFSbU6zpgIFNXbOO1dWksHTENve0v/LSu86VBQOSbYJfRjNGmfPbSr84tYOjZSAYF1S5pURSFHw8n8e3BRAqMZfT0c+aBQZ3QXLxlM/AqHzocOEuytojsoYe4ueBrNIot151+gau6/4OXC3JJWxfDHck+uF8dyLevHapw/qCIy1S1/HssZWZS3toHgPFMDjbedtgG1K5ke8CSxbV+nvpKSEhg/vz52NtffmTKnDlzrHME/V16ejovvfQSgYGB9OrVi02bNjVCpC3M/vKZvRnzBpz4Ac5sAoemnRrgsjLPWMrdO/mCe2fr6pK4OACCv/8Om8BActZ+S8GOHei7d2+uSIUQDUASlhpcSlbCwsI4c+YMBw8eZODAgVXO/vvmPddw7eFkpn3zIj08jmPvdBiT/Sm8vcZQrFER2SGbXGMu2cX5JOalgKIl2CWoVnGUmcxM/+Yw3+xPoG+QK+72Or7ae56Ve8+z8uFounVwxD3QkfyuM3FUl/FdMaABMPJNp9f577mHUS7eHvrySBIdN5wDWyecHMyYtAa8OznR/8baF7NSaSt2DrbxbZlDVadNm8aAAQMwmUykp6dXuc+RI0dYunQpc+bMYc6cOZW2+/j4kJSURIcOHdi7dy99+zbMZI0tWtLFZNY5ADa8DMU5lgnvhkxv3rguST8Fi68qX35kC/hYqhsXHT6E1tfH2oJXlpqKxtUV28DKfcSEEK2HJCw1UF3sg5Kenk5YWBg9e/bEz8+v2n1viPChwDiE575xhQtXW7c9OqQzT/YLJNBRQSnOYdqnmzmcfpqBb6xBKXNlUBcPVtzfj+/+TOT3Yyl4OOi4ubcfXb0dOZNWwKL1J1l3PJVFd0QyPtLy/NmFJUz8aBcPrtjDhn8O5eal21E5lVWOyzYL++A3GK1/nqeHXEeRUkrRqGvZMugtcvPVqCmiz/U9L1uRNaagmK+TM7mlgxvd7C2Vbf0XDEIpNYFW3SDVXBvali1b+Prrrzlw4ABTpkypdr+nnnqKm266qdqCdDqdjg4dKs/o26YlHbT8Ny8ZvMMgoD+MmNdyaqhobCsuO/pYHxb+sZOyxCTK0tLQuLpSmpKMTTXvWSFE6yEJSw2ef/55ioqK6tSZ97a+ATjqtTy18iAlZZbKqe9vjmXflh9ZpXsJFTDazsBvwZ44XDzmz/y+/PMrHasPXCAq0IW98Vl8siPeek43e1uW3BnF9T3KP5hd7Gx5cngIj322n8yCEo5eyIMLr6DWpbDo9n48v+duAFQqE2hMHEj/grc/OYv6bC73mYwMzlxOQXwGXiOuxqvjiGpfz+bMPG7/MxaAd8+l0tVOz0BXB4xmM58lZTI1yJsnAr2xq2JIdqMpK4FdS+H8brj1E9BUHEZsMpmYMmUKDz74ID179qz2NKtWrWLHjh0cP36c+Pj4xo25NXkuDrLiwSfSUqm1pXHtCHOy4MI+8OwK+vLRP6UXKymfGjTYus7xuusa9vnNJlDLCDchmpIkLDWwsbHBxqZuNTUARvf0YXRPS3KRXVjCSz8cI+jQV9btZX9rkSgxF/PL0WTevr0XN0X5YzIrbD+dTkaBkQ5OBqICXdDbVP6AdLGzvfgclyYj1FDi3YWHUhQIWIaN8QxaYwyORoWo82bsy3Kxy0gAQH14HyYvL9zut0xOWFRUhEqlQq/XV3iOS8nKJScLizlZWGxdfis+hS+TMtl/deW+OGfPfYTJVIyf7x3odJ61+V9XM0WBj0eUl3zPOA1eoRV2ef/99zl79izr1q2r9jRFRUVMmzaNZ555hqCgoCZLWNLS1nHo8COo1Xq6dp2Dn2/L68RaYuvCOZuurN8ah1mB2/sG4GZvW/OBTUmthoDKt+eCf/ie4mPHMBuNpL+3FOdx43Aae0PDPe88F0CBu76GLg2cCAkhqiUJSxNwsbPlrdsiOTBgIfe934X7NT8TlJfDLcYgvrcNxEU/jBvDezGuly+dPCxN7hq1isFda/6C93OxFMJKyS0mwM3A+cwiykJdLBtVNgQmm4kNuhHnojzGl81jHYMo7OnPxoiRqDy7kZKayu//+6/1fEFBQZVGvzzg58HHFyr2/3g3NJBtWfmsTM4EoMRceXT8vHlzGTTYMoVAXNw7DB60DxsbS0vV/twCPk/M5MmOXgQaaleYzaooq+L8NO8NgOsXwADLkO2MjAzmzJnD7NmzrRM3VmXBggWUlpby/PPP1+3560mns4yoMpuLyc8/3qTPXZNdZzK4/cOdldb/+5cTnJk/psFr8lyOoiisO56Kva2GwhITJ5JzOZmSz5n0fMJ8nJg1Jgxnu8o/JnQhIehCQgBw/ctUEQ0YmeU/iQclYRGiCUnC0oSiAl1ZPv8F8oqnk5Ffwv1qFXNcDfXq/+HvaklYJi3bjYeDDlOYS4XtsUGhjNq4Gh+dlj3OUWjzyygzaUlVXCE1FRsbG0pLS637FxYWopSWYi4sRHNxzp5XuvrT38WBF09f4ILRsu917k7c2sGNuSG+7MzO5zr3igW5ioryrMmKhZlz5z7E3/8ebG29GLPvFAD/S8pguJsj9/i6E2TQsSYlCx+9LXf7uKNVUfX/Gzu3issuHSFooHXxhRdewM3N7bL9VuLj43n99ddZsmQJDg4O1e7XGJycetIlZBZFxecJ8J/UpM9dk6qSlUtiUvII9WmEStJ/k5xTzEMr9nL4Qk61+xy5kMtXexOYZJvO5MkDCQ4Obrp+VDe8aUmao59omucTQgCSsDQLR70Njvq632aqilqtwt/VQEJWEQZbNaUBlhaaXo4G/swrAsDWwYkI/0Ly8wvRaLLIy+tIaamZgIAASkpKKC4uJifH8uXg7ODAicgoMJkAcHvgflxvvZUbg4K40cul0vO72WgZ41l5vU6nr7Qu/uxS4s8uxT34X0D5LZwNmXlsyMyrsO/MkwlEOBpY1qMT/voqbkVM/h5yE6Hj1eBSPvrj1KlTfPjhhyxcuJCYmBjr1AEFBQWUlpYSHx+Pk5MTc+bMwc/Pj6FDh1pvBSUnJwOQlpZGfHw8gYGBqBup/0Zg4P0179QMPrmvL/cu31PlNhtN0yQEx5Jyqk1WOnva88VDA3jum0NsikljRYkHKz46wTPDinlqVO3KA9Rb3+pn7a6r3DITXbceti7f5ePGm90rj2ZSFBMFhWdQq2zQaAxoNHZoNHaoVNKPRrQfdap0u3TpUpYuXWr9gA8PD2fOnDmMHm2ZECs2NpZp06axbds2jEYj119/Pe+++y7e3pcvKrZkyRJef/11kpOT6dWrF++++y79+vWr9Yto9LmEWoH0fKOlhUVRMCkKtmo16zeU16Yw6AMpNiai1ToyaOCeSr9GjUYj58+fR/3zzxiXvIdKr0cpLu+n4vn0U3g8+midYiouTmT7jsojb8LD3sbLexw5ZSYeO3oWJxsN36VmA/BFRDDvnU9la5alXo1Brea2Dq7c5+9Bd/ua54HZtGkTw4YNu+w+Tz31FAcPHmTz5s2X3S8rKwsXF5cK6y4Na27zheOAU+n5qHQa/PW2ZBaU4OtS93l4Llz4ghMxLwAQPWAddnadajwmJbeY/vPXV1h3Q4QPPx5Kuuxx8QsasJ9KE0kylhC141iFdcnDIivtl3Dhc2JiZlda7+d3Jwa9P4GBD7fIkXpC1KTRKt36+/uzYMECunTpgqIofPrpp4wfP54DBw4QFBTEyJEj6dWrFxs2bABg9uzZjBs3jp07d1b7S3XlypVMnTqV999/n/79+7Nw4UJGjRpFTEwMXl4tqEhVC+fhYOkHolGp0Fz84Bo+7DSFhWfILzhJVuZ2klO+xdkpqsoPNp1OR0hICDH/+wwAtU5H0A8/EH/LLZiys0l75906Jyx6vS/Dhh4DNJhMBRw7Ng0FM97eY1GpVLjaaPkysjPZpWXWhOWew2e4OBUTb3YL4Ie0bD5NzODTxAw29u1GqEPlL83U+DNotFpMZWX06NGDNWvWAHD69GkOHDiAXq9n69atGI1GFi1aROfOncnJyalUl+XIkSPMnj2b5557jujo6BqLzbV1XTzKb5VdSbICoNHYWR+fPv1vIiLer/GYv3buddBpue+aIP4xNIR548KJXLkLbWweqlY/oYiFj86WXQNCuWbXccoUuKmKVkyAgvyTGAwdsbMLIiOjPNG+cOFzAPz87kKrbdpbm0I0tXrPJeTm5sbrr79OQEAAo0ePJisry5ol5eTk4Orqym+//caIEVUPm+3fvz99+/Zl8WJL9VOz2XKrYsqUKcyYMaNWMUgLS+1cutSX+yWWt24dCU9Y+n44jRmN31tvcf6JJzAXFNBx+fJGi+1UQTGrU7JILSnl86TMS90a+TwimDsPnbHuN8DZnkWhgXS82FG3rKSERffcbN3uH34DLr59GXZXJLaG8nx86NChpKenV1uaH8pbZ/5emh9g8eLFZGdnk5iYyNKlS7n55puJiooCYMqUKTg7y6R61Tl9+jWSU74lLOwN3FwrF1ysSmpuMTYaNa5/G5l004FT/JFdwA1JK1l/qLzf0s1Rfrx1e2RDht3kFEWp8r2pKAqbt0RiMllaHX19bsPZpQ8atYHi4gTUGkOL6wslRG01yVxCJpOJVatWUVBQQHR0NLGxsahUKnS68hEfer0etVrNtm3bqkxYSkpK2LdvHzNnzrSuU6vVjBgxgj/++KPa5zYajRiNRutybm7ulb6MdqU2TcZ2AwbgPfsFUl7+F7k//UxxzElKExJwu+fuRo2ti72e6cGWYeBd7fXMPW2ppfHeuVSiXezZn1uI0aywM6eAf8cl816YZU4YrW3FL7SEoz+ScPRHzuy7iceWPtBg8b3xxhucPXvWurx69WpWr14NwN133y0Jy2WEhDxHSMhzdTrGy6lyHyiAryND2HJiMSblK27z+ppH1i1kRKhXq09WoOr3p8lkYtmyZQR3tiQrZnNXQkNfrbBP7rqzJCy2zErtODwAfYgrWg89Gqc6jr4TooWrc8Jy+PBhoqOjKS4uxsHBgTVr1hAWFoanpyf29vZMnz6d+fPnoygKM2bMwGQykZRU9b3n9PR0TCZTpT4u3t7enDhxotoYXn31VV588cW6hi7+Qik1kfren+i7u+E8Ksi6XuPggNtdd4HJRN669ei6d0MpKcH55purP1kDG+7mxFwsCcu27Hxu8HQmytGOIW6OqIAH/CsOVZ78xhI+nfZ4hXWu3ucqLNdm/p+hQ4dSXYOjFJVrGTQqFcNCp5Do3AGzuYTjg0ehacLCdtW1gjSG0tJSli1bRlJSEvn5IzHY5dCv7+OV9tM4lycmeRvOk7fhPAA+swegsW+Yzv1CtAR1Tli6devGwYMHycnJ4euvv2by5Mls3ryZsLAwVq1axWOPPcY777yDWq1m4sSJ9O7du8FHWsycOZOpU6dal3NzcwkICGjQ52jzNGpKkwooTSogb+N5XCZ0xmGAr3Wz26RJuE1qnmbmLvZ6ng/2YWtWHktCO+Klu/yHrkdAR0Y+8iSp8bFE33InADo7u8seI1o3X9/GqK9yeYknj/PF7GcBcPXx5e4Fi7DVX1nfnpokJSXxwQcfWJfz8nzo0eNmoqKurrSv3VXemPJKMMZbWprVeg0aR1vUdloUswImM6oqik4K0drUOWGxtbUl5GJRpj59+rBnzx4WLVrEBx98wMiRI4mNjSU9PR2tVouLiwsdOnQgOLjqSfU8PDzQaDSkpKRUWJ+SknLZuVt0Ol2FW0+i7lRqFWo7LeZCy9xD2WtjKyQsV2rNqTVsPL+RHYk78HXwZe34tahVdU9Yn+zozZMdLz+67K96Dh9Z5+cQjcdYko5WY49G0zhf6M3hUrICkJWUiLnM1GjPdfx4eUHBESNGEBkZWW29IJVKhdPwqid2TJi51frY/b5wDN3cqtxPiNag3nVYzGZzhf4kYElEADZs2EBqaio33nhjlcfa2trSp08f1q9fz4QJE6znW79+PU88IUWZGpsh3IOCPcnW5aQFu/GaEnXFzci/xv/KnB3lsx3H5cSx/tx6ruvYtNVAM4oyMJqMuOnd0Gur7gvxd+bCUsqyjajttGhdanfMlcjMzMTR0fGKpntoLfLyjrN7z1gAhg09gVrdNl6r3t6B4oJ8bHR6nL280TXwKLKEvAR2Je3CRe/CoCGD6N+/P3Z2dg12Cypj+VH8F1Q9wacQrUGdEpaZM2cyevRoAgMDycvL4/PPP2fTpk38+uuvACxfvpzQ0FA8PT35448/eOqpp3jmmWfo1q2b9RzXXnstN910kzUhmTp1KpMnT+aqq66iX79+LFy4kIKCAu67774GfJmiKo7DAiokLKZsI0kv78T7n32w8az7LZUO9pVbxcLcw+oVY22ZFTPfx37PpvObWHeufP4gD4MHi69dTLh71UXFzIWlpC07QmlCvnWdPswdj0mV487M3IHBEIDBcGW3H0+dOsVnn31mXX7yySdxc2t7v3iPHnvG+rikNAO9rm3MdP34si8b9fyjV4+2Pn4k4hGeiKr/jza/V64h7aPDlMTn4vmPXvU+nxDNqU4JS2pqKpMmTSIpKQlnZ2ciIiL49ddfue7iTKgxMTHMnDmTzMxMgoKCmDVrFs8880yFc1y6ZXTJ7bffTlpaGnPmzCE5OZnIyEh++eWXGovNifrTuulxu70bmV/FWKdHAa54dEEvz17su3sf//fd/xGfG8/8gfPxc/BroGgvb/6u+ayMWQnAk1FP0tW1KymFKby882X+vfvfrBi9osrjEl8qL0VvH+1DwR9JFB/LsK5LSlrDsePTKhwzdMjhCvVFamPevHmV1h08eJDhw4fX6TytgaNjOAUFp/D1vaPNJCuXk1dcyvnMIpJyigjzdcLHuf63wa72rdxX5UqoNGq8HpVERbQN9a7D0hJIHZb6MZ7JIW/7BYqPWr6o/V6+ukk66a1NyaKjQUe4gx7benbMnvTzJA6kHiDKK4qHej5EsamYd/a/Q3xuPE9EPsEjvR6p8riC3clkrT5VYZ3rbV2x721JmEtKMti6rXLV5WuHx1Zadznz58+npKTEujxhwgQiIiKuqEP6mTNnOHfuHBEREW2yhaY1OZ2az6iFWzBdnPzzzv6BzL+p5xWd62jGUe744Q4G+w9mybVLGjJMIVqsunx/S8IirJQyM6gsv8oa2/8SM5gWc966nDS0V73v1b974F0+PPRhhXU93Huw7PplGLTV/+rNWnuagp1J2Pg5YH+VNw7RFTsfm0yFpKb+grEkjdjY13ByiqTvVd/UK9YrVVhYyGuvvWZdrqrlRjQNRVHoNPOnCuseGRzMzDGh1RwhhPi7JikcJ9oelbbp6ll0s6/YsXVvbiF9nevXiXFK1BQmhU3iVNYp/Bz88LLzQqOuuaXIdUIIrhNCqt2u0djh42OpQxPgPxm1uvlGqBkMBrp3705ycjJjxoxptjhapNgN8N+bLI+nHgen+o96uxyVSsXTI7qwcF15C12Il5THF6KxSAuLaFZH84v4KS2bpzp6V3lb6PtPV7Mv7hBgGc4+ffr0RptB+a/MZoV1x1MY3t0LbRO0OLUGTVk07YrM+1u14XlVz/hcQeYZeCeqyv2LDh0i47ufcHr0KexddWiq+Xewen8CfYPc8HTUoZd6J0LUibSwiFYj3MFAeBUTGoJliPulZAUsUzL8+OOPjBs3rtHjCn7e0tQf6uPEz0+1r6GgWUkXuHDiGMmxJ0mJiyXzQgLmsjLKSktQa7Q8tGQZDq4tvO+MW9W1nyopLa5ytanMzI9zfyLFux+88AcOrjomv3pNlfve3Nv/SqMUQtSBJCyixfrrEOBL+vbte/mD1r8Ep9dD1N3Q76F6x2BsxOJgDe1skRE/nS1adf1aQZY9XXUHZQCzqQxzWVm120tKMjkR8wJ2ho54eo7E2TmqXrHUSfhNkHYS3DvDgMdqd4x3WJUtMX+sjrUkKxflZxkr7SOEaFqSsIhKjGYzNx84TbKxlJ/7dK2xNH5jiY2tPBLHxcWl+gMS9sLWNy2Pkw5C78mgta1+/8uIe3UM8RmFdHRrHSX+12XkcvfFWa0PXxOOp+2VX7MRDz7Ouv8sQe/ohIOrG+nn4itsNxYVWh+bzWaKioqwv1hErbQ0k7Q0S12ms+c+JDzsbby9x6K6gmrHdXbrJw12qj6jO/LnhvJO4e5+DVskTghRd5KwiEo2ZeaxL9fypTTl+DlWRnZu8hjMZnOV61NTUwkMrLoMOV9MLH8cedcVJytg6VDZyaP1fElFu5THerKguF4JS6/rRuPuF8CJHVtIPXuGQXfeS05KMofW/8KN02bhGRjEb7/9RlxcXKWJTaN6/8BfK8gfPfYMqWm/EtGzdQ3TNTja8vCiIXw+byfFBaUMmND07wEhREWSsIhKejuVtyo816n2hb8KC+PYu+82InouxcXlqnrFUFXHWoPBgKenZxV7X3TrJ/DJGBj+Agx+tvr92iB7jYbzQ3qRaCwhUF/7RE1RFOuM6s7OztZOb/5hPfAP62Hdz1RWyuC770NnZ0mMduzYUeX51Go7IKvCOk+PEXV8NS2DjU5Tbb+VhnAmNYdxi/+guMzMd09cQ7ivc80HCdGOySgh0WDWbyj/FTp0yJF6T3y3adMmNm3aZF2eOXOmTHrZgPbt28f3339fYd2sWbNqNc/RmTNnWLGivHqwh4cHt956q7VCtaIolJVlo1br6lwVuK0ym83ExcWhVqvZvn07LxxxtW779enBdOvg2IzRCdE8ZJSQaDBFhw9jGxCA5nJ9Ry7y87uTCxc+J7jT06jV9Z9AcOjQoQwePJi8vDycnJxa9pDaVujvycqoUaNqPSljcHAwjz32GHv27MHe3p4hQ4ZUaBVTqVTY2Lhe5gwVJVz4nJiY2djaeuDhMYLu3V5umn4vjSw5OZmVK1fi7u7O6dOnK2z7P1tbfi/tymODO0myIkQtSAuLqNbp60ZSet7S8bDT2jXou3dv5ohaFsVs5os5z9Jj2Egirh3V3OHUmdlsJjc3F7DcbmvO1qu/ts4B+PtPplvXOdXs3Xr8+eefrFmzpsptnTt35rrrrqNDh7Y/35IQ1ZEWFlFviqJYkxWg6haWoiyI2wrBQ0HffhLFTf/9mJQzpygtLiblzGmSTsW0yoRFrVZfftQVgDEPfn0eMuNAMUPiQYj+h6WfUANydu5NTs5+67JW2/pbHBRF4eDBgxXWhYSE0KdPH4KCgjAY6j9JohDtiSQsokoqlYrux45SsH0Htp2CsKnqV+C/g8ofz82GK7hlU5aezqmBlsJs9ldfTeCyj68s4CZgNpn4/aMlHNn4m2XFX15vVnIirh0atxR8s4j5GfavgNAbQauHs9shbkuDP81VfVYBYDSmYGvr2SZuBxUVFREXF2ddvuWWWwgPD5dbm0JcIUlYRLVUajUOgwZWv4N/P0jYfXHnK/sQVkpLrY+L/vZrtKX57q35xO7dVb7i4t1UW4OhVScrilmhYGcS5sJSNC56tG56bHzsURu0cGkupvGLQe8Mag3K6fWUZF5AZXBFpVajUmvQaDSoGmDKBJ3Ou97naCkMBgMjR46ktLSU/v37o9fXv1+XEO2Z9GERzc6UX4BSWoLa1ha1fcutffLm7WMrLE98+Q10dva4+fm32l/NSqmJzFUnKTqUjtpei7nAUsVW7WiD76wBKJteQ7XpFc53mIDTsEex02mw+eQ69mf6sjGlYr8TlUqNWqPBzT+AG6c+j5OnOxkZG1GptBgMQdjb17JcvhCi3ajL97ckLKLVURSFnWcyee6bP0nIKuLYi9djsG24SedycnI4cuQI9vb2ODo6EhwcjEqlorS4mE+mPY6rjy+3zHq5wZ6vuRSfzCJ92REA3O4Kxa6nB+aiMhJf/APbICc87u+Ken7FW4FZiiuuqizSS+ZSbO7LCft92HRyIjXuNIpZIe1cPMX5eag1GroMDMHQfa31WC+vGwjtPh+tVmY0FkJYSKdb0abN++4on/5x1rr8xm8xzB4b1mDnX7FiBRkZGRXWPfbYY3h7e/PQ4pbbx6auVLblt3DK0gvJ25xA4eE00KpwGR9CzI5NBJVpKbFxIS/iIUpPrEOXY0KrHUixuTcA3Qv6sPbHdzGaLZWRffqnoHMuoTDJk5yCbRgArcaFMlM2qak/0r3bv5rjpQoh2gBJWESr8/CQzhUSln6dGnbm4OHDh7Nq1aoK60r/0temrdAFOdPh2avI+jaWvC0XwKygddPjdmtXim0K2PLlF/yUFc3Tn63FWaslJ+0+8t48Sc7FuQ813nrynPKYcM9sPDt1JivpAkfPXg+AS6d8Sgq0FKbrce5gALLp2eM9bGykBVQIcWUkYRGtjp+Lgbdu68XUr/4EYHdcJteFeqOu5yzFl4SFheHl5UVqaioA9913H/7+/g1y7pZG627A8/4eFdalxMXyv8efsi6v//g9jmxch6KYcbTzYMjwewi5eTAaext8/nJch85dMOlf5UTMTHS2fgwZ/CMqlQ379t1GaX4SNjYuTfOihBBtkvRhEa1SZkEJA15dT0lZ+SSJi++MYmxEw4zWMZvNHD9+HF9fX1xda1+xtS0wm0x8Mu1xOvaMpDA3h+ykRFLjY+k9+kauueMebPXV1w8pK8tjz96bKCyMQ602YDYXoVLZ4uE+hB493kWtbp6Zv4UQLZN0uhXtwvrjKTz15UHyjZZ7FC/cEMqDgxp2JIqiKChGE2p962+M3PXdGU7sTMLD35GeQ/0IDHNvtOfavmMoxcXnUat1RPZajqtr/0Z7LiFE6yUJi2g3jGUmtp1KJ9DNji7ejpRlFJH8+l4MPdxxv/vKO+Kaco3kbjxPwR9J1nV+/7oGlbb1FjRb8uiGCstjn+hFxx6Nk7SYTMWYzUa0WpkDSghRvbp8f7feT18hAJ1Ww7Wh3nTxtpRy17hYinMVHckgZeF+riQfLziQStL83RWSFQAaqI9Mcxn9aE/4y0tw8228mjcajR4bG2dJVoQQDab1t3ML8RcqjQr7AT4U7EyiNLmAokNp2PXyqtM5slbGWB/bdnTCNsgJx8H+qBo4YTmVkodOqyHQ3a5Bz1ud4EhP7nk5muS4HPy7uWHnZNskzyuEEA1BEhbR5hjC3CnYaWkdyfwips4Ji8/MfhSfzMLuKu9GayHYcjKNScss0xp8en8/hnT1bJTn+TsnDwNOHjLpnhCi9ZFbQqLN0XV2rrCcu+FcnY7XOOuw79uhUW9n6G3KK/OG+Ui/KyGEqIkkLKLNUWnUeD/T27pcmlzQjNFUrV8nN+IX3ED8ghvwdNQ1dzgNbuG+hUzZMIWUgpTmDkUI0UbILSHRJtl42+O/YFBzh9EuKYrCx0c+tj5+Z/g7qFXy20gIUT/yKSKEaFB/vZW2OWEzb+x9oxmjEUK0FZKwCCEa3KigUdbHZ7LPNGMkQoi2QhIWIUSDGxYwzPp4TvScZoykcWWnFHJ8RyJHt14gdn8qxsK2N0mmEC2FJCxCiAY3suNIHG0txfwW7l94RQX8WoPP5u5kw4oTbPoshl8+PMKeH+ObOyQh2ixJWIQQDc5GY8NHIz8C4Oe4n4lYEcHKEyspMZU0c2QN5+9JmLOXgaiRgc0UjRBtn8wlJIRoNOlF6dyw+gYKywoBmNFvBneF3lVpv4QTmZjNCja2Gmz0Wjz8HZo61DpTFIWzhzMwFpVhcLDBr5srmlY815QQzaEu398yrFkI0Wg8DB7sumsXRzOOci73HMMDh1faJzOxgG8XHqywzuBgg52zjqiRgXTr36GJoq0blUpFUIRHc4chRLshLSxCiGZVUlzGsme34e7nQH5mMYW5lW8bRQzzZ9DtXZshuuqZysoozMmmuCAfD/9AVGppXRGirhpttualS5cSERGBk5MTTk5OREdH8/PPP1u3Jycnc88999ChQwfs7e3p3bs333zzzWXPOW/ePFQqVYW/7t271yUsIUQrZqvX8ui7Q7l1xlXc99pARtwbStf+3hX2ObQxgT/WxnJ8R2IzRVnR8e2bWXjXBD78x72sePYJYvfvae6QhGjz6nRLyN/fnwULFtClSxcUReHTTz9l/PjxHDhwgPDwcCZNmkR2djbfffcdHh4efP7559x2223s3buXqKioas8bHh7OunXryoPSyp0qIdqrbgN86DbAhx6D/fn27QOYyswA7P/lLAD+3d1wdNM3Z4jo7ewrLHsFBTdTJEK0H3VqYRk3bhxjxoyhS5cudO3alVdeeQUHBwd27twJwI4dO5gyZQr9+vUjODiYF154ARcXF/bt23fZ82q1Wjp06GD98/CQ+8JCtHc+nZ0ZdHsXAPqO7WRdrzp1qLlCsgrs2cv62K97GE4eTTPbthDt2RXfdDWZTHz55ZcUFBQQHR0NwNVXX83KlSvJzMzEbDbz5ZdfUlxczNChQy97rlOnTuHr60twcDB33XUX585dfnZdo9FIbm5uhT8hRNsTNtCX3td3ZM8PcQDoi9I5N3kyp4YOo3D/gWaLK/18+WdUx57Vtx4LIRpOnROWw4cP4+DggE6n49FHH2XNmjWEhYUB8NVXX1FaWoq7uzs6nY5HHnmENWvWEBISUu35+vfvzyeffMIvv/zC0qVLiYuLY9CgQeTl5VV7zKuvvoqzs7P1LyAgoK4vQwjRCqhUKqIndKanu6XvikNBIhp7e8qSk0n/4P1mi8u1gw/OXt74dQ8jqFfvmg8QQtRbnUcJlZSUcO7cOXJycvj666/5z3/+w+bNmwkLC2PKlCns3r2b+fPn4+Hhwdq1a3n77bfZunUrPXv2rNX5s7Oz6dixI2+99RYPPPBAlfsYjUaMRqN1OTc3l4CAABklJEQbpSgKKSu+JGvxQsiztKj6zJ+Py803NW9gQoh6qcsooXoPax4xYgSdO3fmueeeIyQkhCNHjhAeHl5he0hICO+/X/tfQ3379mXEiBG8+uqrtdpfhjUL0T6Y8vPJWb2GvI0b6DB7DrrgTjUfJIRosRptWHNVzGYzRqORwkJLJUv132oRaDQazGZzrc+Xn59PbGwsPj4+9Q1NCNHGaBwccJt0Dx2XL5dkRYh2pk4Jy8yZM9myZQvx8fEcPnyYmTNnsmnTJu666y66d+9OSEgIjzzyCLt37yY2NpY333yT33//nQkTJljPce2117J48WLr8rRp09i8eTPx8fHs2LGDm266CY1Gw8SJExvsRQoh2ra0PCNmc6uvgSmEuIw6FTxJTU1l0qRJJCUl4ezsTEREBL/++ivXXXcdAD/99BMzZsxg3Lhx5OfnExISwqeffsqYMWOs54iNjSU9Pd26nJCQwMSJE8nIyMDT05OBAweyc+dOPD1lmKAQogaFmfBaJ14smcKfLsNZ+XA0vi6GOp3CrJjZcG4DQU5BhLiWDxBY8+Z+Ek9l0/1qH4be2U3mCRKimUlpfiFE61VmhH95kasYiDB+DMDrt0Rw61U1jxz89OinvLH3jQrrDk8+bH285NEN1sf3LrgGexddAwUthLhEJj8UQrQPWh3f+01lX3w6t/Tx5+t9CTz79SGWb4/np6cGYVbMnM09S0xmDIfSD6HX6Lm3x7042TpVSlbGdx5fYfmOOf3ISy/Gu5MTBkfbpnxVQogqSAuLEKJVS8opYuw721Cp4MZefnyVdi8qTVG1+7855E1GBo1kzak1lCllTOg8ARuNTRNGLIS4pEmHNbcEkrAI0b6l5hXz1m8n+elwEkqnaZW29/LsxehOo4n2iSbYReb9EaKlkIRFCNFuFZaUkF2Sjkkx4a53x87GrrlDEkJUQ/qwCCHaLTtbW+xsfZs7DCFEA5NxekIIIYRo8SRhEUIIIUSLJwmLEEIIIVo8SViEEEII0eJJwiKEEEKIFk8SFiGEEEK0eJKwCCGEEKLFk4RFCCGEEC2eJCxCCCGEaPEkYRFCCCFEiycJixBCCCFaPElYhBBCCNHiScIihBBCiBavTczWrCgKYJmmWgghhBCtw6Xv7Uvf45fTJhKWvLw8AAICApo5EiGEEELUVV5eHs7OzpfdR6XUJq1p4cxmM4mJiTg6OqJSqcjNzSUgIIDz58/j5OTU3OGJKsg1avnkGrV8co1aNrk+NVMUhby8PHx9fVGrL99LpU20sKjVavz9/Sutd3Jykn8kLZxco5ZPrlHLJ9eoZZPrc3k1taxcIp1uhRBCCNHiScIihBBCiBavTSYsOp2OuXPnotPpmjsUUQ25Ri2fXKOWT65RyybXp2G1iU63QgghhGjb2mQLixBCCCHaFklYhBBCCNHiScIihBBCiBZPEhYhhBBCtHhtLmE5efIk48ePx8PDAycnJwYOHMjGjRsr7KNSqSr9ffnll80UcftTm2t0SUZGBv7+/qhUKrKzs5s20HaspmuUkZHB9ddfj6+vLzqdjoCAAJ544gmZz6uJ1HR9/vzzTyZOnEhAQAAGg4HQ0FAWLVrUjBG3P7X5nHvyySfp06cPOp2OyMjI5gm0FWlzCcvYsWMpKytjw4YN7Nu3j169ejF27FiSk5Mr7Ld8+XKSkpKsfxMmTGiegNuh2l4jgAceeICIiIhmiLJ9q+kaqdVqxo8fz3fffcfJkyf55JNPWLduHY8++mgzR94+1HR99u3bh5eXF//73/84evQos2bNYubMmSxevLiZI28/avs5d//993P77bc3U5StjNKGpKWlKYCyZcsW67rc3FwFUH7//XfrOkBZs2ZNM0QoanuNFEVR3nvvPWXIkCHK+vXrFUDJyspq4mjbp7pco79atGiR4u/v3xQhtmtXen3+8Y9/KMOGDWuKENu9ul6juXPnKr169WrCCFunNtXC4u7uTrdu3VixYgUFBQWUlZXxwQcf4OXlRZ8+fSrs+/jjj+Ph4UG/fv1YtmxZraa2FvVX22t07NgxXnrpJVasWFHjhFiiYdXlfXRJYmIiq1evZsiQIU0cbftzJdcHICcnBzc3tyaMtP260mskatDcGVNDO3/+vNKnTx9FpVIpGo1G8fHxUfbv319hn5deeknZtm2bsn//fmXBggWKTqdTFi1a1EwRtz81XaPi4mIlIiJC+e9//6soiqJs3LhRWliaWG3eR4qiKHfccYdiMBgUQBk3bpxSVFTUDNG2P7W9Ppds375d0Wq1yq+//tqEUbZvdblG0sJSO63ip+uMGTOq7Cj7178TJ06gKAqPP/44Xl5ebN26ld27dzNhwgTGjRtHUlKS9XyzZ8/mmmuuISoqiunTp/Pcc8/x+uuvN+MrbP0a8hrNnDmT0NBQ7r777mZ+VW1LQ7+PAN5++23279/Pt99+S2xsLFOnTm2mV9f6Ncb1AThy5Ajjx49n7ty5jBw5shleWdvRWNdI1E6rKM2flpZGRkbGZfcJDg5m69atjBw5kqysrApTeXfp0oUHHniAGTNmVHnsjz/+yNixYykuLpY5H65QQ16jyMhIDh8+jEqlAkBRFMxmMxqNhlmzZvHiiy826mtpqxr7fbRt2zYGDRpEYmIiPj4+DRp7e9AY1+fYsWMMGzaMBx98kFdeeaXRYm8vGus9NG/ePNauXcvBgwcbI+w2Q9vcAdSGp6cnnp6eNe5XWFgIUKnPg1qtxmw2V3vcwYMHcXV1lWSlHhryGn3zzTcUFRVZt+3Zs4f777+frVu30rlz5waMun1p7PfRpW1Go7EeUbZfDX19jh49yvDhw5k8ebIkKw2ksd9D4vJaRcJSW9HR0bi6ujJ58mTmzJmDwWDgo48+Ii4ujhtuuAGA77//npSUFAYMGIBer+f3339n/vz5TJs2rZmjbx9qc43+npSkp6cDEBoaiouLS1OH3O7U5hr99NNPpKSk0LdvXxwcHDh69CjPPvss11xzDUFBQc37Atq42lyfI0eOMHz4cEaNGsXUqVOtQ2k1Gk2tvnBF/dTmGgGcPn2a/Px8kpOTKSoqsrawhIWFYWtr20zRt2DN132mcezZs0cZOXKk4ubmpjg6OioDBgxQfvrpJ+v2n3/+WYmMjFQcHBwUe3t7pVevXsr777+vmEymZoy6fanpGv2ddLptejVdow0bNijR0dGKs7OzotfrlS5duijTp0+Xa9REaro+c+fOVYBKfx07dmy+oNuZ2nzODRkypMrrFBcX1zxBt3Ctog+LEEIIIdq3VjFKSAghhBDtmyQsQgghhGjxJGERQgghRIsnCYsQQgghWjxJWIQQQgjR4knCIoQQQogWTxIWIYQQQrR4krAIIYQQosWThEUIIYQQLZ4kLEIIIYRo8SRhEUIIIUSLJwmLEEIIIVq8/wchr7uJ2j2kfAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There were 1265 original CDPs, but we have split into 1369\n",
      "there are 86 CDPs that straddle counties\n"
     ]
    }
   ],
   "source": [
    "placeFile = gpd.read_file(\"state_map_files/oh_pl2020_place.dbf\")  #census.gov TIGER Line files\n",
    "placeGeoms = placeFile[\"geometry\"].to_list()\n",
    "nPlaces = len(placeGeoms)\n",
    "nOriginalPlaces, originalPlaceGeoms = nPlaces, placeGeoms.copy()\n",
    "print(STATE,\"has\",nPlaces,\"designated places prior to splitting county straddles\")\n",
    "placeCountyNo = [-999]*nPlaces\n",
    "countyPlaceList = [list() for c in range(nCounties)]\n",
    "straddlerList = list()\n",
    "for i,geo in enumerate(originalPlaceGeoms):\n",
    "    #plotPoly(geo)\n",
    "    for c in range(nCounties):\n",
    "        if countyGeom[c].contains(geo.centroid):\n",
    "            placeCountyNo[i] = c\n",
    "            countyPlaceList[c].append(i)\n",
    "            if countyGeom[c].contains(geo):\n",
    "                pass\n",
    "            else:\n",
    "                totalSplitArea = 0.\n",
    "                straddlerList.append(i)\n",
    "                #plotCenter(i,geo)\n",
    "                for cc in neighborCountyList[c]: #we have split out a \"new\" place.  Update county list\n",
    "                    if countyGeom[cc].intersects(geo):\n",
    "                        countyPlaceList[cc].append(nPlaces)\n",
    "                        placeCountyNo.append(cc)  #new 10/6/24 -- does this fix error in block 51 ?\n",
    "                        nPlaces +=1\n",
    "                        placeGeoms.append(countyGeom[cc].intersection(geo))\n",
    "                        totalSplitArea += placeGeoms[-1].area\n",
    "                placeGeoms[i] = geo.intersection(countyGeom[c])  #update to reflect in-county fragment only\n",
    "                totalSplitArea += placeGeoms[i].area\n",
    "                ratio = totalSplitArea / geo.area\n",
    "                if abs(ratio - 1.0) > 0.01 :\n",
    "                    print(\"Uh oh, for original CDP\",i,\"the original and total split areas are\",geo.area, totalSplitArea)\n",
    "                    plotPoly(geo)\n",
    "                    plotCenter(i,geo)\n",
    "                    plotPoly(countyGeom[c])\n",
    "                    for cc in neighborCountyList[c]:                    \n",
    "                        if countyGeom[cc].intersects(geo):\n",
    "                            plotPoly(countyGeom[cc])\n",
    "                    plt.show()\n",
    "            break\n",
    "print(\"Here are the original CDPs.  Numbers indicate split ones\")\n",
    "for i,geo in enumerate(originalPlaceGeoms):\n",
    "    plotPoly(geo)\n",
    "for i in straddlerList:\n",
    "    plotCenter(i,originalPlaceGeoms[i])\n",
    "plt.show()\n",
    "nStraddlers = len(straddlerList)\n",
    "print(\"There were\",nOriginalPlaces,\"original CDPs, but we have split into\",nPlaces)\n",
    "print(\"there are\",nStraddlers,\"CDPs that straddle counties\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "442818cd-03eb-41e4-9689-ccfacb84a62f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OH has 1606 county subdivisions.  The max county no +1 in the subdivision file is 88\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tsFile = gpd.read_file(\"state_map_files/tl_2020_39_cousub.dbf\")\n",
    "#https://catalog.data.gov/dataset/tiger-line-shapefile-current-state-ohio-county-subdivision\n",
    "#https://www.census.gov/cgi-bin/geo/shapefiles/index.php?year=2020&layergroup=County+Subdivisions\n",
    "tsGeoms = tsFile[\"geometry\"]\n",
    "nTS = len(tsGeoms)\n",
    "tsCountyNoString = tsFile[\"COUNTYFP\"]\n",
    "tsCountyNo = [0]*nTS\n",
    "countyTSlist = [list() for c in range(nCounties) ]\n",
    "for t in range (0,nTS) :  #from odd-numbered counties in US Census list to integer list\n",
    "    tsCountyNo[t] = int((int(tsCountyNoString[t]) - 1)/2)\n",
    "    countyTSlist[int((int(tsCountyNoString[t]) - 1)/2)].append(t)\n",
    "print(STATE,\"has\",nTS,\"county subdivisions.  The max county no +1 in the subdivision file is\",np.max(tsCountyNo)+1)\n",
    "for geo in tsGeoms:\n",
    "    plotPoly(geo)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "17478cd8-8ad6-4315-9fa5-874d03e2d566",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prior to assigning VTDs to munis, we will simplify VTD geoms to be their biggest piece - this code only\n"
     ]
    }
   ],
   "source": [
    "print(\"prior to assigning VTDs to munis, we will simplify VTD geoms to be their biggest piece - this code only\")\n",
    "VTDgeom = tractGeom.copy()\n",
    "VTDcp = [tractGeom[v].centroid for v in range(nVTDs)]\n",
    "for v in range(nVTDs):\n",
    "    if v not in skipList:\n",
    "        if tractGeom[v].geom_type != dummyPoly.geom_type :\n",
    "            areas = [geo.area for geo in tractGeom[v].geoms]\n",
    "            biggestPieceIndex = areas.index(np.max(areas))\n",
    "            VTDgeom[v] = tractGeom[v].geoms[biggestPieceIndex]\n",
    "            VTDcp[v] = VTDgeom[v].centroid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "536aefef-e4af-4ed4-86b7-c0f29e61be3b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lets assign each VTD to a CDP or a township\n",
      "working on assigning VTD 0 to a CDP or township\n",
      "Looks like VTD 63 in county 72 is mostly captured by CDP 1194 0.523\n",
      "working on assigning VTD 1000 to a CDP or township\n",
      "Looks like VTD 1514 in county 30 is mostly captured by CDP 1235 0.522\n",
      "Looks like VTD 1668 in county 30 is mostly captured by CDP 1138 0.642\n",
      "Looks like VTD 1685 in county 30 is mostly captured by CDP 1148 0.537\n",
      "Looks like VTD 1978 in county 77 is mostly captured by CDP 1217 0.504\n",
      "working on assigning VTD 2000 to a CDP or township\n",
      "Looks like VTD 2027 in county 77 is mostly captured by CDP 804 0.807\n",
      "working on assigning VTD 3000 to a CDP or township\n",
      "Looks like VTD 3257 in county 56 is mostly captured by CDP 800 0.928\n",
      "Looks like VTD 3348 in county 56 is mostly captured by CDP 1213 0.559\n",
      "working on assigning VTD 4000 to a CDP or township\n",
      "working on assigning VTD 5000 to a CDP or township\n",
      "Looks like VTD 5078 in county 42 is mostly captured by CDP 1153 0.51\n",
      "Looks like VTD 5501 in county 82 is mostly captured by CDP 784 0.622\n",
      "Looks like VTD 5574 in county 12 is mostly captured by CDP 1129 0.607\n",
      "Looks like VTD 5643 in county 12 is mostly captured by CDP 1130 0.539\n",
      "Looks like VTD 5990 in county 82 is mostly captured by CDP 1069 0.518\n",
      "Looks like VTD 5998 in county 82 is mostly captured by CDP 784 0.524\n",
      "working on assigning VTD 6000 to a CDP or township\n",
      "Looks like VTD 6070 in county 82 is mostly captured by CDP 1341 0.533\n",
      "Looks like VTD 6071 in county 82 is mostly captured by CDP 1059 0.548\n",
      "Looks like VTD 6950 in county 24 is mostly captured by CDP 1093 0.736\n",
      "working on assigning VTD 7000 to a CDP or township\n",
      "Looks like VTD 7432 in county 24 is mostly captured by CDP 946 0.653\n",
      "Looks like VTD 7651 in county 63 is mostly captured by CDP 1231 0.502\n",
      "working on assigning VTD 8000 to a CDP or township\n",
      "Looks like VTD 8516 in county 28 is mostly captured by CDP 1255 0.578\n",
      "A total of 161 VTDs were 95 - 100% captured by a muni\n"
     ]
    }
   ],
   "source": [
    "muniVTDlist = [list() for i in range(nPlaces + nTS) ] #this code has been simplified\n",
    "nMostlyCaptured = 0\n",
    "print(\"Lets assign each VTD to a CDP or a township\")\n",
    "for v in range(nVTDs):\n",
    "    if v not in skipList:  #ignore coastal tracts.  They have no pop, should have no votes\n",
    "        if v%1000 == 0:\n",
    "            print(\"working on assigning VTD\",v,\"to a CDP or township\")\n",
    "        c = countyNo[v]\n",
    "        isFound = False #look in CDPs first.  If that fails, look in county's subdivisions\n",
    "        for i in countyPlaceList[c]:\n",
    "            if placeGeoms[i].contains(tractCP[v]):\n",
    "                if placeGeoms[i].intersection(tractGeom[v]).area > 0.5 * tractArea[v]:\n",
    "                    isFound = True\n",
    "                    muniVTDlist[i].append(v)            \n",
    "            #if placeGeoms[i].contains(VTDgeom[v]):  ##this doesn't work for precincts that combine 2+ CDPs\n",
    "            #    isFound = True\n",
    "            #    muniVTDlist[i].append(v)\n",
    "            #    break\n",
    "        if not isFound: #possible minor geometry flow\n",
    "            for i in countyPlaceList[c]:\n",
    "                fractionalCapturedArea = placeGeoms[i].intersection(tractGeom[v]).area / tractArea[v]\n",
    "                if fractionalCapturedArea > 0.5:\n",
    "                    if fractionalCapturedArea < 0.95:\n",
    "                        print(\"Looks like VTD\",v,\"in county\",c,\"is mostly captured by CDP\",i,r3(fractionalCapturedArea))\n",
    "                    else :\n",
    "                        nMostlyCaptured +=1\n",
    "                    isFound = True\n",
    "                    muniVTDlist[i].append(v)\n",
    "                    break\n",
    "        if not isFound: #precinct likely not in an incorporated area\n",
    "           for i in countyTSlist[c]:\n",
    "                if tsGeoms[i].contains(tractCP[v]):\n",
    "                    isFound = True\n",
    "                    muniVTDlist[i+nPlaces].append(v)  #the muni list appends townships after CDPs\n",
    "                    break            \n",
    "            #for i in countyTSlist[c]:\n",
    "            #    if tsGeoms[i].contains(VTDgeom[v]):  ## doesn't catch precincts of fused TS's\n",
    "            #        isFound = True\n",
    "            #        muniVTDlist[i+nPlaces].append(v)  #the muni list appends townships after CDPs\n",
    "            #        break\n",
    "        if not isFound:\n",
    "            print(\"uh oh, we could not assign VTD\",v,\"in county\",c)\n",
    "print(\"A total of\",nMostlyCaptured,\"VTDs were 95 - 100% captured by a muni\") \n",
    "              "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "66fc9805-f12f-450f-8918-3084b3212064",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "there are 8941 vtds. Of these, 8934 are assigned\n",
      "recall that we skipped 7 coastal VTDs\n"
     ]
    }
   ],
   "source": [
    "print(\"there are\",nVTDs,\"vtds. Of these,\",np.sum([len(muniVTDlist[i]) for i in range(nPlaces + nTS)]),\"are assigned\")\n",
    "print(\"recall that we skipped\",len(skipList),\"coastal VTDs\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "01d3b213-20a8-4af9-8ba5-b8ede20671f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "here is a histogram of number of VTDs per muni\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "here are 859  munis with no assigned precincts\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "discounting these, we have a total of 2116 munis with at least one VTD\n"
     ]
    }
   ],
   "source": [
    "nMuniVTDs = [len(muniVTDlist[i]) for i in range(nPlaces + nTS)]\n",
    "plt.hist(nMuniVTDs,bins=[0,1,2,5,10,20,40,100, 500])\n",
    "print(\"here is a histogram of number of VTDs per muni\")\n",
    "plt.show()\n",
    "emptyMuniList = list()\n",
    "for i in range(nPlaces + nTS):\n",
    "    if nMuniVTDs[i] == 0:\n",
    "        emptyMuniList.append(i)\n",
    "        if i < nPlaces:\n",
    "            plotPoly(placeGeoms[i],2)\n",
    "        else:\n",
    "            plotPoly(tsGeoms[i-nPlaces],0.5)\n",
    "print(\"here are\",len(emptyMuniList),\" munis with no assigned precincts\")\n",
    "plt.show()\n",
    "print(\"discounting these, we have a total of\",nPlaces + nTS - len(emptyMuniList),\"munis with at least one VTD\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8dfe2365-d658-4093-b347-3823c87e28fb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "We will now build the list of munis and their geometries, prior to bigMuni divides and surrounds\n",
      "working on CDP + township 0\n",
      "working on CDP + township 500\n",
      "working on CDP + township 1000\n",
      "working on CDP + township 1500\n",
      "working on CDP + township 2000\n",
      "working on CDP + township 2500\n",
      "prior to fragmentation, we have 2116 munis with at least one VTD\n",
      "Now break up munis with pop > 1.005 * aDP, which is 1.005 * 786629.8666666667\n",
      "splitting muni 450 with pop 880167.0 in county 24\n",
      "AFTER fragmentation, we have 2664 munis with at least one VTD\n"
     ]
    }
   ],
   "source": [
    "print(\"We will now build the list of munis and their geometries, prior to bigMuni divides and surrounds\")\n",
    "oldMuniVTDlist = list()\n",
    "for i in range(nPlaces + nTS):\n",
    "    oldMuniVTDlist.append(muniVTDlist[i])\n",
    "muniVTDlist, muniGeom, muniPop, muniCountyNo = list(), list(), list(), list()\n",
    "countyMuniList = [list() for c in range(nCounties)]\n",
    "nMunis = 0\n",
    "for i in range(nPlaces + nTS):\n",
    "    if i%500 == 0:\n",
    "        print(\"working on CDP + township\",i)\n",
    "    if len(oldMuniVTDlist[i]) > 0 :\n",
    "        geo = VTDgeom[oldMuniVTDlist[i][0]]  #use VTDgeoms, not original tractGeoms to minimize connectivity later\n",
    "        mPop = 0.\n",
    "        for j in oldMuniVTDlist[i]:\n",
    "            geo = geo.union(VTDgeom[j])\n",
    "            mPop += tractPop[j]\n",
    "        if i < nPlaces:\n",
    "            c = placeCountyNo[i]\n",
    "        else:\n",
    "            c = tsCountyNo[i-nPlaces]\n",
    "        countyMuniList[c].append(nMunis)\n",
    "        muniCountyNo.append(c)\n",
    "        muniVTDlist.append(oldMuniVTDlist[i])\n",
    "        muniGeom.append(geo)\n",
    "        muniPop.append(mPop)\n",
    "        nMunis +=1\n",
    "print(\"prior to fragmentation, we have\",nMunis,\"munis with at least one VTD\")\n",
    "\n",
    "nDistricts, statePop = 15, np.sum(tractPop)\n",
    "aDP = statePop/nDistricts\n",
    "print(\"Now break up munis with pop > 1.005 * aDP, which is 1.005 *\",aDP)\n",
    "bigMuniList = list()\n",
    "for m in range(nMunis):\n",
    "    if muniPop[m] > 1.005 * aDP:\n",
    "        c = muniCountyNo[m]\n",
    "        print(\"splitting muni\",m,\"with pop\",muniPop[m],\"in county\",c)\n",
    "        bigMuniList.append(m)\n",
    "        LIST = muniVTDlist[m].copy()\n",
    "        muniGeom[m] = VTDgeom[LIST[0]]\n",
    "        muniPop[m] = tractPop[LIST[0]]\n",
    "        muniVTDlist[m] = [muniVTDlist[m][0]]  #each VTD becomes a new muni\n",
    "        for v in set(LIST).difference( {LIST[0]} ) :\n",
    "            muniGeom.append(VTDgeom[v])\n",
    "            muniPop.append(tractPop[v])\n",
    "            muniVTDlist.append([v])\n",
    "            countyMuniList[c].append(nMunis)\n",
    "            muniCountyNo.append(c)\n",
    "            nMunis +=1\n",
    "\n",
    "print(\"AFTER fragmentation, we have\",nMunis,\"munis with at least one VTD\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "52612b92-89be-4738-9ec5-fb39c8d882c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "11799448.0 11799448 are the summed muni pops vs. the summed VTDpops\n"
     ]
    }
   ],
   "source": [
    "print(np.sum(muniPop),np.sum(tractPop),\"are the summed muni pops vs. the summed VTDpops\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "5406d370-1ca7-45d7-bb94-eab9c8fd9b37",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "histogram of log(muniPop)\n"
     ]
    }
   ],
   "source": [
    "plt.hist([math.log10(muniPop[i]) for i in range(nMunis) ])\n",
    "plt.show()\n",
    "print(\"histogram of log(muniPop)\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "53a5fb6f-e0be-4b02-b071-023c48859b1d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "plotting unsplit munis bigger than 80000\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "and the munis with more than 100 VTDs ...\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "bigMuniPop = 80000\n",
    "print(\"plotting unsplit munis bigger than\",bigMuniPop)\n",
    "for c in range(nCounties):\n",
    "    plotPoly(countyGeom[c],0.1)\n",
    "for i in range(nMunis):\n",
    "    if muniPop[i] > bigMuniPop:\n",
    "        plotPoly(muniGeom[i])\n",
    "plt.show()\n",
    "print(\"and the munis with more than 100 VTDs ...\")\n",
    "for i in range(nMunis):\n",
    "    if len(muniVTDlist[i]) > 100:\n",
    "        plotPoly(muniGeom[i])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "67c26e93-3206-4428-af12-81b87b4b6c7a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "How many munis are discontig?\n",
      "Here is how many discontig munis we have by county\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"How many munis are discontig?\")\n",
    "countyMuniDiscontigList = [list() for c in range(nCounties)]\n",
    "for c in range(nCounties):\n",
    "    for m in countyMuniList[c]:\n",
    "        if type(muniGeom[m]) != type(dummyPoly):\n",
    "            countyMuniDiscontigList[c].append(m)\n",
    "for c in range(nCounties):\n",
    "    plt.scatter(c,len(countyMuniDiscontigList[c]))\n",
    "    plt.text(c+0.5,len(countyMuniDiscontigList[c]),c)\n",
    "print(\"Here is how many discontig munis we have by county\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "7b743528-4c01-4970-b5a2-b1c3df8249e1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Split out these discontig munis into new munis\n",
      "Now we will divide all fragmented munis into their components ...\n",
      " ... and parcel out their VTDs.  We currently have 2664 total Munis\n",
      "we now have 2760 contig munis out of original 2664\n"
     ]
    }
   ],
   "source": [
    "print(\"Split out these discontig munis into new munis\")\n",
    "print(\"Now we will divide all fragmented munis into their components ...\") \n",
    "print(\" ... and parcel out their VTDs.  We currently have\",nMunis,\"total Munis\")\n",
    "nOrigMunis = nMunis\n",
    "for c in range(nCounties):\n",
    "    for m in countyMuniDiscontigList[c]:\n",
    "        nVTDsInMuni, nFoundVTDs = len(muniVTDlist[m]), 0\n",
    "        #c = muniCountyNo[m]\n",
    "        geos = muniGeom[m].geoms\n",
    "        LIST = muniVTDlist[m].copy()\n",
    "        for i, geo in enumerate(geos):\n",
    "            thisList = list()\n",
    "            for v in LIST:\n",
    "                if geo.contains(VTDgeom[v]):\n",
    "                    thisList.append(v)\n",
    "                    nFoundVTDs +=1\n",
    "            if len(thisList) > 0:  #should always be true, but just in case ...\n",
    "                thisPop, thisGeo = 0., VTDgeom[thisList[0]]\n",
    "                for v in thisList:\n",
    "                    thisGeo = thisGeo.union(VTDgeom[v])\n",
    "                    thisPop += tractPop[v]\n",
    "                if i == 0: #update the original muni to have the stats of the first fragment\n",
    "                    muniPop[m] = thisPop\n",
    "                    muniGeom[m] = thisGeo\n",
    "                    muniVTDlist[m] = thisList.copy()\n",
    "                else:\n",
    "                    muniPop.append(thisPop)\n",
    "                    muniGeom.append(thisGeo)\n",
    "                    muniVTDlist.append(thisList)\n",
    "                    muniCountyNo.append(c)\n",
    "                    countyMuniList[c].append(nMunis)\n",
    "                    nMunis +=1\n",
    "        if nFoundVTDs != nVTDsInMuni:\n",
    "            print(\"uh oh, for muni\",m,\"in county\",c,\"we had\",nVTDsInMuni,\"VTDs but we assigned\",nFoundVTDs,\"to new munis\")\n",
    "  \n",
    "print(\"we now have\",nMunis,\"contig munis out of original\",nOrigMunis)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3d590f1f-da87-4d41-bb64-82ded6ad2468",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking a random county ...\n"
     ]
    },
    {
     "data": {
      "image/png": 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WYv0kSxI/x/1Mn+g+9KvXj1BzKHXMdWgT1obmwc0rHM8owsc98ynNlkaQKahCbejoXApd1HiJqg5wpQMDBgxgzZo1hcrS09NZuHAhzz//PNOnT6+yY6sGEZxXnqg5t+k7lMRUUGqGqFGceaAJ9LtrGN2HnQ+BcPW9icTExPDeA8N4b8FGtNtuIS4uDtexTdzfL5Jl2/7mjmu7MnZ4O977dgebth7wet86d15AesaG/CnebgyGUAS5DnlqIr2jexHrF0CUOQCDaESWjBhEEwbZTNM6nWkc2rHC8aJOnTrF+PHjSUlJQZZlXnrpJcaOHUu/fv3IyXEHG0xMTOT2229n6tSpvP/++8yYMQODwUDTpk2ZPXs2gYHnE3Pu3r2bLl268M7Md5ipui0yUX5RvNHnDU5bTvNz3M/kOHLwN/gXESkFM7AmtplYbEqDitIxoiOSIPHP2X9oEqSnQdCpGnRR4wUMkgGHcoX6W9RAjmxeT8L+vQDUb92W2F79Sqz7wgsv8NJLL1V5nxSDhHAFWmrOPvkyUrqK0qJmiG7JkB/I0FX4WsbEuIeQ7nzlI/ZkPEpwRBC+m3cy8rq+5OVY6dZK47vVu9n9dzInjifRqpV7xk1GRgbt27dnz549le6bj089YnzGoSo2jsW9g9EYTnBQF3IydgOwMWkTG4G9E/dW+lgXI8syU6dOpWPHjiQnJ9OlSxdGjBjB33//7anTt29fRo8eDUCXLl34z3/+g4+PD88//zzvvfcer73mjhmjaRrPPfccQ4YMIdueDQbwN/jTOrQ13et2JzM+E4DeC3ozLnYcL/Z80XOMZXHLeG/7ewBej4Lua/ClfkB94jLjvNqujs6F6KLGCxhEQ5XEgvi3snHJfPJyssnNymT3n7+yfuEc0MDldHAw4TTnUjLJTD7Dnr17SUtLLdaC4200WUZwXjr2SY1DAGF0a1q9Ore6ewKAbHA72CoXiBqr1YqqqgQEBGDyr8f+Y6n83+TXOZqsEdbpFnr16sW7777L0JC2dPA/xZv1AmnWqw2apjLukc+Y8shAfv3qUVBVVE1DFEX63vg4QWGlRx4uifr1J1K//kQAjh17G+ESaRm8Qd26dalbty4AUVFRhIWFkZ6ejp+fe9gqMTGREydO0L+/269owIABnn27devGL7/84lmfO3cuAwcOZN++fQSaApE0CYvTwqEMd+bwq+tfzaeDPuXrvV+z6PAi6gfUx6k6capODqUdwqk4mdx1Mp0jOnv9PJsGN61U4k4dnUuhixovYBSNuqipBJqmsePXH1m/cA6qoiBJMr1vvp3YXv3Yt+YvnHY7giAgG43s+uwTMpKT+PrRe9l47CQrD8XRoH59HE4nOTk53HfffXz55Zfe76NBQnRWff6ukrAmHiJz5wrQNNA0ZP9gnJnn8G/RheC2A0re0STi2h3HqXmv0+juNy9bf0vCmu3OsF0QABDg7Nmz3HDDDQAoisK9995Lt27dePvttxk/fjw5OTk0bNiQ2bNns+X7/5F6/DAHV+1HsYu4HAoH/yp6kwwI+5b+N75YpLy8mMx1cThTAV/ahTbh1tb3VLrNS7Fjxw4URaF+/fPTpZcsWcKYMWMQxaJToGfPns2tt7rjvWRlZTFjxgxWrlzJvffeS4uQFmwfsZ1hS4eR63SHnTBIBvrX6098Vjx7Uvfw+e7PMUpGsh3ZuFQXYT5hTGwzsUrOrUVICxYdXlQlbevogC5qvII+/FQ5nLY81s792rOuCgoN23ciMDyC3mNvL1Q3yyeQk9OmcfPLbxI5bya9m7kj4ra/+//44suvqkTQAGgGGfKqLxZR/Av3I25OKVKeLX6F7+a/MQYWH7TN0Kslrr/2Y532A9QAUfP3kvcBCAir6ylr0qQJu3fvLlK3SZMmbNiwoVDZ8Hs+ZPg9YMvN5LO7b+e10cXPIhK9lAutXsx4zIE94IebuL5+D0Y1Ld5J2Fukp6czYcIEvvrqq0Llixcv5t133y1S/6OPPkJVVcaNGwfAK6+8wjPPPIPBcH66tCzK+Bn8yLZmF9p3QpsJTGgzwbP+0MqHWHd6HTZX1aUDaR7SnHRbOql5qYT5hFXZcXT+veiixgsUWGrKE5RL5zwGU+HpnaqiENGoqCPh4MGD2b17N1arlV7DRvD64/8Hx48iGQxVf91lCbE6ZxC5FJS2ATSaOpP4J+9G2p2F6geiVcCRmVyiqIl9YwlHfMajzNuOqrgQper9l3fk5eEbptGx/12VakdVFTRVoPWw5rTsMRxRMiKKEpJsRJJNhNdrX6Z2MjO3k5a2FlVzoKoOXK5sDIYQbLYzaJoTVXXgyE/LUJU3ewC73c7o0aN59tln6d27t6c8ISGB06dPFyoDWLZsGXPmzGHt2rWesh07dvDDDz/w0EMPkZqayu+//87cuXMJMAaQkFM0KeeFFEQzrsrzLMjSvefcHgY2GFhlx9H591KuX7jp06czffp04uPjAWjTpg0vv/wyw4cPByAuLo7Jkyezfv167HY711xzDR9//DGRkZEltpmTk8NLL73EDz/8QEpKCp06deKjjz6iW7dunjqapvHf//6Xr776iszMTPr06cP06dNp3rx5BU7Z+xQEoXKprnIHpNIB4SKTeochw4utt2LFCjRNY/nnH5GVkszprW4nyoe+WYjBaGLwEO/F/rgYzSBXr6iRRJBE/Ou1IXDUcLLFP5Abx6B9vx9XTkapuzr2H0MC0C5P/w9sXsjeNb9eUHI+3MHpnZkU5HKqDEaTO11BQGgEjdtU/HOPP/kZGRlbMZujsNvPoSgWz7awsEHIkj+yHIzAfgw+3p1CfiGapjFp0iQGDhzI+PHjC21bsmQJY8eOLSTcd+zYweTJk1m5ciX+/udTN6xbt86zPGnSJG666SaGDh3KTyt+uqTjbx2fOgC4NHeUY1n0vgCO8Y8h2i+abcnbdFGjUyWU61tbr149pkyZQvPmzdE0jdmzZ3P99dezc+dOGjVqxNChQ+nQoQOrVq0C4KWXXmLUqFFs3ry52LFggHvuuYd9+/Yxd+5coqOjmTdvHoMHD+bAgQOeGRHvvPMO06ZNY/bs2TRu3JiXXnqJYcOGceDAAU9gruqkIDKmU3XqoqaS3PHWVBAEzh4/lv80ruIXHEJgWASCKKI4nexfs4K6zWJpN2gYYfUbYTCWHt3VK8gyYhXGwbn08SVPrJkGd/wX7vgvqdt+5tz3z5D41vMk7UoDATQRt2YQIfDZiUSNfABpZyZKEzOiXP5kiRXh2D/rOL0zA/9IEMSqsaDJBhMIGi5nZYd9BeqE9qV9+88BsNtT0DQXRmM44gURb427uqKJPpU8Vsls2LCBRYsW0b59e3788UfA7fDbrl07Fi9ezLRp0wrVf+aZZ8jOzubaa68FoE+fPnz66acltl8gWHKduSWGn7gw75RTdVaJqAF3TJ3tZ7dXSds6OuX61o4aVXg8+Y033mD69Ols3ryZxMRE4uPj2blzpydewuzZswkJCWHVqlUMHjy4SHt5eXl89913/PTTTx6v/ldeeYVly5Yxffp0Xn/9dTRNY+rUqbz44otcf/31AMyZM4fIyEh+/PFHbrnllgqduDcx5mcPdigOPV5NBfEJCCQvJ5t5zz1WYp0bn3uVxh27YDD70KJXX7pee8Nl658gy4iu6guwKEgi2kWxZgz+IQBocelooRI+Y68GVQVVwzZzNdnvzMbysjvgmtTu8mXj7jzkNo6unUKn4UPoPvzRKjuOIGkozsolGRUQ0Th/XU2miGLrGUVjlfrN9e3bF1Ut3pK2ZcuWImUrVqy4ZJuzZs3yLBcIlkRLIs1DirdwD2wwkCRrEo0CG+EjV52A6xbVjWVxy8iyZ+lB+HS8ToWluKIoLFmyxO3f0KsXcXFxCIKAyXT+qdlsNiOKIuvXry9W1LhcLhRFKWJt8fHxYf369QCcOHGC5OTkQvsHBQXRo0cPNm3aVKKosdvt2C/IqpydnV1sPW9QYJ3RZ0BVnFtee5fczAwko8Hj5CmIIorLybmT8fz15cf88ParPLHgZ3wCAsjLqbrPs1gMhuodfpKlIgH0ZH930kbBrqFF+dD0/z72bIsPfh7b0SMASEFBNJ38+WXrar3mfQmsJ7Ltx+VENe5Ag5YDquQ4ogSucsYOUlVnvq9M/rvmRCjDz+CVPhkgwtct1k7nnC5R1ET4RvBElyeqvC/dorqhobH97HYGNRh06R10dMpBuUXN3r176dWrFzabDX9/f3744Qdat25NeHg4fn5+PPPMM7z55ptomsazzz6LoiicOXOm2LYCAgLo1asX//vf/2jVqhWRkZEsWLCATZs20axZMwCSk5MBivjlREZGerYVx1tvvcWrr3onYdyluHD4SadihEbHEBpdfBbhus1iOf7PNuK2b+b9cW5zuyMv73J2D8EgI1VjVF5BkhDj81BdDs8wkhxwgai5KE1Hozurd6bTyIde4Kf3XmPpa+/Q+YY19L/xJUTJOzOSChBl2P/Xfg6sGEHzfk249v5PSq2fnPwz+w88XqQ8PHxYiftomsaqhFWk29KJ9o+udJ+ri4K+J1mLpoG43MT4xxDjH8P2ZF3U6Hifcud9j42NZdeuXWzZsoUHH3yQiRMncuDAAcLDw1myZAnLli3D39+foKAgMjMz6dy5c4n+NOAeN9Y0jZiYGEwmE9OmTePWW28tdZ+y8Nxzz5GVleV5nTp1qlLtlUaBqLmSn+RqOiMefoJhDzzKkPseZuj9j9Dtuhsv6/EFgwFRqcb8XrKE4ISzq+Z4igz+ddAkDUER3JacGkR0kx7c9f586neKYMfS7XzxyPXsWPFFiUMsFaH/hDG0Gdwa1SmScjzxkvXtjrOF1n19m9GxwzfExr5WbP1tyduY+MdEHlvzGH1i+nBNo2u80u/qoJ5/PQBSrEXDAlQHjYMak2i59Gemo1Neym2pMRqNHitKly5d2LZtGx999BFffPEFQ4cOJS4ujtTUVGRZJjg4mKioKJo0KTnPR9OmTVm7di1Wq5Xs7Gzq1q3LuHHjPPtERUUB7gBdBRE3C9Y7duxYYrsmk6nQUFhVUpArRbfUVB1GH1/aXj2k2o4vGIxI1Shqwm6aROrvL2EIOe/zIcpGwr94DXvKKYI6XF1tfSsJk08QY5+axeEd37Fh0RzWfLWMfWv+YuLrlcukbrOm43LaadJ+CI3aXE1K/LPYrZf2rakT2p+s8J1omkJq6gpyc48hG4IxGQvHS9l9bjcf7/yYLWe20LpOa6YPnk6f6D5XbLiGlNwUnt/gzmeVmpdazb1xE+kbyZ7Uyqe20NG5mEq7t6uqWsh3BSAszP0jsWrVKlJSUrjuuusu2Y6fnx9+fn5kZGSwfPly3nnnHQAaN25MVFQUK1eu9IiY7Oxsj6WoJuCx1Ki6paa24h5+qj5RY0+OB+Ds/c9wVnkGrYEPbZf9Q3jfm6utT2UltssYWnS+kfn/u4WcFGul2lqz5FV2LN1WpDy4waUtVf7+sbRv9xnJyT+Rk7MPuz2ZhISvad1qCpLky6H0Q3yy8xPWnl5Ls+BmTB0wlYENBl6xYqaAn479xL7UfQD0iO5Rzb1x07NuT747+h0H0g54Ytfo6HiDcoma5557juHDh9OgQQNycnKYP38+a9asYfny5QDMnDmTVq1aER4ezqZNm3j00Ud5/PHHiY2N9bQxaNAgbrjhBh5++GEAli9fjqZpxMbGcuzYMZ566ilatmzJnXfeCYAgCDz22GO8/vrrNG/e3DOlOzo62pPcrbrx+NQouqWmtiIYjMjVOKM77Kqx5E3aDwg49h5G2pFOytr5RFx1W5UfOzfxCEpeDpqgYU89RUCTTpjDG5WrDUEQyMu2ERDhf+nKpWDNSAMgpJFM+0FD3L5GokxMs+5lbuPYsbc9Q1EpKb+SnneO320N+fX4rzQIaMCUflO4ptE1Fc64XZNwqS4szvOxdwbXLzphozoY3HAwjQIb8cGOD/hi8Be14lrr1AzKJWpSUlKYMGECZ86cISgoiPbt27N8+XKGDHEPCxw+fJjnnnuO9PR0GjVqxAsvvMDjjxd2zCsYniogKyuL5557jtOnTxMaGsqYMWN44403CoX5fvrpp7Fardx3331kZmbSt29f/vjjjxoRowb04ad/A6KxekWNOawhzZ+dCUDSb9PJ2jGNlI+nVrmoSfzxI7KfLTxzKhVQe0aAQaLpm9+UWeBY0xzUbVG5qeXWzEwAMuJddB36UIXa6Nz5W3Ish/D1acjR4x/zwoFNWITTvNzrZUY3G+15SKmJWJ1WNiZtxOayoWrq+RcqkiBxVb2rPDFpABYcXMA3+74BIMo3Cl9jzQg5IYsyz3V/jgdXPshbW9/i2e7PVllcHJ1/F+X6Fn399delbp8yZQpTpkwptU5BNOICbr75Zm6+uXQTuiAIvPbaa7z2WvEOfdWNbqmp/YhGI6Lmzi4tydV704se8SAZSxdBdtXnojJGuh1M5fE98e/Wm8xff0I5eRYyrUiHrKRv/Y3okf+5ZDuWzDO4ciXqxDSqVH8unMLtdFgxGP3K3Yavb2N8fd0ZvJecy+S0Q2HhyM9pE9amUn27HNy9/G72p+0vUi4KIpqmYZbNzB8xn6fXPU2OI8fjQzN1wFQGNaxZM416x/TmpZ4v8b/N/+NoxlE+G/wZfobyf546OheiS2MvoMepqf0UTKN22vOqXdR4yLRxavHbFxVe7PejFS7Kn/p98RRwAJdiwWo5QoB/K0TJbQXVXC40QQNU6g6aRGAuKKkpuBQXZw8txHJyLef2u9A0BTQFVDV/2eVeRkGS/HD49QEgMKxepU7ZJ9AfyAFg5byXuOauDyrVXqrdHRqgVZ1WlWrnctE8pDmHMw6z4ZYNGCQDkiAhICAIAlvPbOXuP+9m6dGlHM08iq/sS6ApkBBTCFfVv6q6u14sN7W4icZBjXlo5UO8vvl13ur3VnV3SecKRxc1XkB3FK79SMbzosbsF1jNvQGxThBsPIvl5VlebVcG8jhQqExAwDV3KwfnFk0SmeLcwakyhLwPT3HnpzL5VM6nJjgqGjiDfyQ07tivUm0BXBXVjs2pcdhcefjWUCvB0YyjbE3eSp4rj84Rnfnx2I+sO72OduHtSM9LJ8OeQVpeGkuPumeVLTmyBIAPBnxAn5g+1dn1MtElsgvPdHuGlze+zJCGQ/ScUDqVQhc1XkAffqr9SPn5pZz2yxv0ryRi3/4BxzOnKBJqSii8LggCXDx7p8hkHveTvqapqKodSTKDcN5xU7VkET9kJL4xBgKGDMH/utsRfHxRndk09cEd2leUEQQZRAOIUv6yRF7qNrbGP40lOx0Av6CoSp23MT9Mw13vfofBCyEbzPlCJteRVe2iJtueTUJOAqdzTrMiYQX/nP0HQRBIyS0aW+apdU8VKTNLZiRBwiAaiPCJoFN4p8vRba8wutlo1p5eywvrX2Du8Lk0C2lW3V3SuULRRY0X0B2Faz8eUeOwVXNP3IiiiDnsMuVzCgzHr3kISnYeIU99WK5dhcxDACSe3I0g1yGiXlFrT3mQze7PwWGzekXU+BrcVjeLPZUwP+9FDM5z5XE65zSnck6RZEki2ZrMubxzpOelk+nIJNueTa4rF5vLhlN1lphBO9gUTJAxiHDfcCJ9I8l2ZBNqDqV9eHvahrUl1BxKqDmUEFPIFZ1MVxAEXu/zOhP/mMiE3yfw/oD36RXdq7q7pXMFoosaL1Awrq0PP9VexBpmqbncBFzVjzNfLMOVcAS5QYsy7+cT3oWI/eGcPScTFOBClCr3k2M0uRMtWjJP4xcUWqm2AHyNwQDk2tNLrKOoCl/u+ZLVp1YjIHAg3T081zq0NaIgku3Ixuq0kufKw6E4cGmuEtsSEJBFGZNkwlf2JcQ/hCBjEMGmYMJ8wojwjaCuf12i/aNpEdyCYHNwpc/xSsHf6M/sa2bz2OrHeGLNE6wbt+6KFmo61YMuaryAIAgYJaM+/FSLKbDUuP6losZ/zL3wxTIs331F8OPvugs1DRQnaCqcWAfZp4vsJwHtwu9j95nZxERXXoQ0aDUQ0fALP3/0HDe/9BlBIeW3VtltOeSkn8KSeYa0U+6ZRB/t+hz7rllk2jOxOC3kOnOxK3acqhOtiPO1mwPpB5BFGaNoxEf2IcwnjEBjIMHmYMLMboES6RdJPf961A+oT13/uvq05Uvgb/TnrnZ38ejvj3I06SgNQxtiMpmQZf266ZQN/ZviJQyiQR9+qsXIRvdsIKej6kTNqVOnGD9+PCkpKciyzEsvvcTYsWPp168fOTnuGT+JiYncfvvtTJ06lffff58ZM2ZgMBho2rQps2fPJjAwkPj4eFq3bk2LFm6LypAhQ3j33XeLPWbu73PJXjIP1eFEc7rOv1wKmlNBdalo+S8QsG7aTHBB6KlfHocdM4s2KhQOpKZqkGbvQasmLSt9jepEtuT6p59g2fsfMP/FB7np+beRJB8smUlYss5izUohNyuN3OxM8iw52HOs2K152K1OnHkqzjxQnef9jnJNLsQBsPHsfkRRxCAaMEtm/I3+RBujCTIFEWoOJcI3gp51e2JX7HSK6ESIKaTS+elqIrm5ubRq1YqxY8fy3nvvsWDBAk+C4rZt2zJ79mxMJhMrV65k8uTJqKpKZGQkCxcuJDS08qIVIMYnhpGnRrL468WeMkmSPKlvTCYTRqOx0Hpxr+LqGI3GWvm56ZxHFzVe4t8qam644QbWrFnDoEGDWLrUPfuipB/CAm666Sbi4+PZvt09a2bnzp088MADWK1W2rdvz+zZswsFX6wJFIgaVxX61MiyzNSpU+nYsSPJycl06dKFESNG8Pfff3vq9O3b1xNJu0uXLvznP//Bx8eH559/nvfee88Ty6l169bu66tpaE4HqiUTzZ4LdhuaPRfNbkOz5ZI27V1yT9kxhpsQZQlBlhAMEqKvGcEgIxgNiAYDgtGAYDTif8315ztsKSE54oh3oNs9gHvq+M7ffsJ1cAbhvW7wynVq0n4wY17054cprzHniecAmLVhO3EpaTSLDGNin87IZpXdp8/w567jIAo0qBvC5LuGERgaypNvLcTmUBAlmcQzZ+mwOYKF61cTE9GI9957j6+++gpJkrj33nuLBA/1BrP3z+aTnZ/QMrQlc0fM9Xr7leGNN96gZ8+egPuze/LJJ9m7dy916tThlltu4fvvv+fWW2/lscceY+nSpcTGxvLss8/yxRdf8Nxzz3mlD8GmYAAC6gcwovcI7HY7drsdh8PhWS54WSwW0tLSCtVxOkv/Hb5Q7FRUHBVYj670FBq1EV3UeAmDZPhXDj89+uij3HXXXcyePRso/YcQ4K+//kKSCj/J33PPPXz22Wf06NGDN954g5kzZ3Lfffdd9nMpDcloQgNctqoTNXXr1vUkbY2KiiIsLIz09HT8/NyzchITEzlx4gT9+/cHYMCAAZ59u3Xrxi+//OJZV9PPcqhNSzQV0Er/4fWPsVN/5eHyd/iaN+Hwr0XL7e6w/C6HgxUzPmP/2hV0GXk99Vu3K/8xSqBe857c9saHHNz8Pb6BIYQP7oGKmR+Wrebxb39EEGViYmLYe/iE53tojxjA4FtvZff487FQmjWrT6v6EdQNa8CKFStYvXo1+/btw2AwkJJSNRmtj2cdx6bYiMuMq5L2K8rRo0c5dOgQo0aNYt8+d64oTdPIzc0lODgYq9Xq+X4KguCxHmZnZ9OyZeWtcAV88/s3qKgMHzqcVvXLHz9IUZRiBVBp4shut2O1WgvVsdlsxcZzKkAUxUIix2w2F3kvruzCd6PRqAsjL6OLGi9hEA3/SkfhAQMGsGbNmkJlJf0QOp1O3nzzTaZNm+bJ7QWQkJBAjx7uRHsDBw7k1VdfrXGiRjb74ASUyzT7aceOHSiKQv369T1lS5YsYcyYMcWaz2fPnu0RjgBHE89ygyASUS+cV64bQOcmDRGMRjAYEYxGBIMJweyD4MjA1LhxxToZ0giM/tCoHwx80T11XBAhrAU56an8/P6bnDt5guEPPUHr/t6PPVInKpa+o93Wgc4DYc2aNRiMWxAlA5qmlfg9LCAxMZFzKelED2yPKIoea0OBlTAiIqLIMb2BlD88V9P8ayZPnsy7777Lxo0bAbdw+eSTT2jbti1ms5lBgwZ5hPT06dO55pprMBqNNG3alI8//tgrfUhKT+Lc/nOY65tpXb9iiS4lScLHxwcfH59K9UXTNFwuV6niyGazedYLljMzMz3LBe8lIQjCJYVPaSLJZDJhMBj0IbULqFn/VVcwuqOwm9J+CD/44AMmTpxIQEBAoX2aNm3K8uXLGTZsGD/88AOJiYnV0PPSMZh93aKmCi01BaSnpzNhwgS++uqrQuWLFy8u1jfmo48+QlVVxo0bB7gtPrtfeRD77D/J+PxTbr/zbo4enVk1zpYxnUE2QlRbT9HZ48f44e1XESSJW159h6imzb1/3EtQ2vewgCVLltCqWV2kYLcl7OjRo6xYsYInnniC4OBgPvnkE49fkjcR82MJZdgz6Dy3M+3C2vFUt6doG9b2EntWHT/99BMtWrSgRYsWHlHjdDr58ssv2bt3LzExMdxxxx3MmzePO+64gw8//JC//vqLTp068fTTT/PWW2/x4osvVrofXyz6AoBJ10+qdFuVRRAEDAYDBoMBf/+KB41UVdVjHbpY7NhstmLLyiOM4PyQ2sVDZSUNtZW2fKULJF3UeIl/q6XmYkr6Ibz66qv5888/WbFiBSdPniy0zzfffMMjjzzCCy+8wPDhw4sMT9UEDGZ3IsCqttTY7XZGjx7Ns88+S+/evT3lCQkJnD59ulAZwLJly5j9+acs6dGI5LuvcRdqGvKZVOxAj9bNCQsL4/Tp0zRq1Mj7Ha7T3D3zKWEzWM6CJYWjq7Zjzczgng8/Iyi6gfePWQZKuyEXsHjxYtrGRGCuEwyAy+XCarWydetWli9fzp133smGDRu83jdJkAgwBnB/+/v5M/5P9qftZ8GhBbzR9w2vH6usbN68mYULF7JkyRIsFgtOp5OAgABkWaZBA/dneOONN7J69WqGDRvGwYMH6dTJHdxv7Nix/Pe//610H37e8DPCWYHGfRrTIKx6vjdVgSiKHitLUFBQhdooEEYXC52Lh9IuXHc4HGRmZhYpV5TSM/MaDIYKiyKTyURYWFi1CiNd1HiJf6uj8MXs2rWr2B/CkJAQDhw4QOPGjXG5XJw7d44RI0bw22+/0bp1a1asWAHA+vXrOXToUHWeQrEYTPmixl51okbTNCZNmsTAgQMZP358oW1fDe/LoFwLx7q2otHc2Rha92DHjh1MnjyZxQNa4lh3BKGO+985zeUiWJbwa+rHsbPpJCcnEx3tvcByhYhsDdu/hm+GuddFA+0IYRvNObh0Gj0fea9qjnsJSvoeFoiaApF4XYO22I4m8b+nb8ZmTSUz+R9ef/5W+o++jSNHjlRJ30RBJNwnnIltJjKxzUTu+O0Oj/Wmunjrrbd46y23r9GsWbPYt28f9957LzNmzCAjI4OQkBBWrlxJq1atCAkJ4dy5c5w4cYLGjRuzcuVKYmNjK3X8XHsuG9dtRAlSuHvw3d44pVrFhcKosrhcLo/IuZQounA5Ozu7SLnLVTQm0/Dhwz3uBNWBLmq8hFEy4lB0S01MTAx79uwp8kM4cuRIzpw5A7gztd9000389ttvAJw7d47w8HBcLhdvv/02jzzySHWeQrEYfd1DFGoVipoNGzawaNEi2rdvz48//gjA3LlzadeuHT/Hn+OVFvVwWQVO3D4RQRT4vyMJZNjs3HLyJIgwcODdfPrpp+z87jsmvfwyBosL+c67mTVrFsb83FVep9N4CG8FvqHgHwk+IQQJAp1evpWtm/bTdkwc/jFNq+bYpVDS97CAJUuWMHbsWOQoK87UdFAhtkldTsSfpaXDh++efxujpPC/Z8chyBKiLNOh72BGDp5Q6b5JgoSqqVgcFqZsncKJrBM0C655aQGio6M9FkNZlmnbti33338/sizz2WefMWrUKCRJIiYmxjNRoKJ8+t2nGO1GRo4ZWe0Cr7YjyzKyLOPr61vpti52yp4+fXq1D1/posZL/FstNYMHD2b37t1YrVbq1avHkiVLiv0hLI05c+bw5Zdfomka99xzD0OGDLlMvS87BZYaVxWKmr59+6KqarHblrZsRFC/togBQahZ6QgGAz8P7owgyyDJgIZPr5449m5kzJgxjBkzpsr6WQjZBI2KJk3s+fBb7H/sAdZ/8iLXvLWgyrtR3u/h4sWLmTZtWqEnSrvdzoQJE/hgw2pEVeH6YV3cMXtsDqRUO//k/uIVUSOKIoqmkGRN4qe4n2gZ2pL+9fpXul1vMWnSJM/yQw89xEMPPVSkzk033cRNN93klePtObmHnCM5+LTwoUeL6nvC1yk/FzplW61WAM9szepCFzVewiAZcKklh0evrRQMG11Ir169iv0hLKBRo0aeGDUATz75JE8++WSV9M9bmCQTDgnUSzjsVRkCZK3biyHUTECfrtR5dYZnU+7y+Zx89H+weBOirNFi5x4EQxVZZsqIOaIRfa7qyMpV+zD+dwIDXvjKk2qiKijv93DLli1FykwmE4sWLSq2/uvP3YJm985DiyzIqJpKHXMdAB7s8OC/OjP1gl8XgAEm3zC5uruiUwkKRE1lnKq9gS5qvIRBNOjDT7UYSZRwyVU7/FQa4eOvI++ff7AePE3GbxtAvRNXejqOhGQsR7MBMAYLODLBdWIfhhadq6WfF9L+zlfJzXqMzTsS8P34SXo++Ul1d6niSCIoRa1omqahaqr7hYqmaZjl0v0eRMFtqSmY0q1qxVvn/i0odgVDoIFAn8Dq7opOJbBY3PGpdFFTSzCKRixOS3V3Q6cKccoCSjVZaoIffZtg4OwDo0hfc4zUHzch+4pIvuf/hZ05Kua6RsSgOtXSx4sRjSZ6Pz0ddcp9bNp6nNClU2lx02PV3a0KIRkMWGzn6P5tdxRV8YiY4gTJG33f4Lqm15XcliChqOdnoPybRc3JlJPIOTIBTQMuXVmnRlMgavThp1qCQTLgsOmWmtqMIgtojmoafson4rOfCM/NQfQ/PzU09/e5nHz8TRrP/BhT96L+SJrLhebIA4cdzWlHkA2IIVUTWK44ej32IWnP3s6yJStovmEtA594C//63otAezmIDWtJQobC/3WagCiISIJU6L3g9eGODzmWcazUtgosNQUOsSUlzKztHD59mFlzZqGJGjcOuLG6u6NTSaxWq2c6eHWiixov8W91FP434ZJFNHv1CldBFBH8C8e6EHzcTswn7/0/wJ00W1PdSbRRAS4Kwy5oNP7qXcx9R1V9hwHJ7Md1H3zPkSUfsOrnFcx65jGuGtKTthNfRrhCAn0F+YQQYghmfOvxpdZbeHgh6bb0UutIonv2k5D/ufwbRc3hxMPMmuUWNLdNuI0WMd4PcqhzebFYLNVupQFd1HgNo2jURU0tR5FFNEfNs8aZe40kYtzvaHYbgiSDLCPkv9zLhvxlA5otjzNf/ILj6L4KiZqSMolfCkEUiR03mQZXj2XN+0/x5x/bObTtOq6+/0nCOlxdkdO+rEiyhFpMTI6LCTWHsjJhJft/2o+qqZgkE07VicVpQVVVXJqLXGcuNsXGlK1TAErNL1QbsbvszJg/A0mQuP/u+2kcWcE0HTo1CovFUiRafHWgixovYZB0R+HajmKomaJGMJkLzYYqDc1u48wXv6Cmp1boWCVlEi/rE5pPREOGv72YVr9/w18LFjP7zfeJDn6Xdr17EXvDfzAE1gx/oIsRJRn1EpFYASa0nkCkbySyKCMKInvO7eFg+kHP9jHNx2AQDSw8vJCtyVtpFdqK2NDKBa7zNnaXAxERQ1Wk1QA++/4zfK2+DL5psC5oahE5OTm6qKlNGEXjv3JK978JVZbAeWVb4wSTGQStwr5Bl8okXlYaDb+LOwfcTNzPn7Nn3RqW/7aFVX9spGmMHy16X0WjYeMx+AVXqI9VgSjJKMql/7+7RXWjW1Q3z7pdsfPMumdYmbASgL9O/sXDnR4G3FO5b2h+Q9V0uIKkZWbw9SurMTjNjHmxIw3qejcS9c6jO8k4kIGxuZF+bft5tW2d6iUnJ4fw8PDq7oYuaryFLMq6paaWoxolcFzZokZTVdAE8MJTeHGZxMuD7ONP7LjJxI6bTObhbRz6ZTaH9x/j0KLlSIt/JzIIQkMDqNe6PU2GjccnovryAYmSVCZLzcWYJBPvXfUeH/3zEbP2zyLbkc2bW94E4N3t79IhogNNgpp4u7sVwuF0MuPTX/G3uYXM0RMnvSpqNE1jyS9LcJgdTB6jx6SpbeiWmlqGQdIdhWs7miwjOGqmNU45E49j32Y0hx3N6fC843S4151OTzmAIBsqdbySMolXlODYbvSM7UZPIG3v35zc8CtJx45yNiWLfcc3Ifyykfp1BJq2b0vL6+7FN/rypl6QZLlMPjXFIYsyT3Z9kg7hHXhh/QvkunIBiPCJ4JFvnkcOVVky/lsMYuU+k8pw+lwy8z5ahV9aJFHXq8T9lcX279MICNhDt7btEATh0o1cgk3HNmHMMtKmXxsCzXpMmtqE0+nEZrNVe4wa0EWN19AdhWs/mlFGrKGWmtMTbyA3oWyBAQVJw9C04lOqS8ok7i3qtOtHnXb9KAgfaEk4SNzybzm2ezdr1+xh898Pcd29d1JvwDivH7skRLlsPjWlMbjhYJqHNOfaH64FYNY1s5jz+DZA41PLUibcMYLQCmZxLg9ZlhzOpJ4jJTWNlHMZnDqcinA0BKMYQOuJ/gzq2YvdTQ+x/PP9bPs0lbXmH3AF5KFILrBJGGw+IKn0ub0xfTt3LfNxN+zcgFN0MqbfZUrhoXPZyMnJAdAtNbUJPaJw7SYjJYGAUxlYYoKruyvFouQ6kcwapihfIv/7JlJwHTCaEUxmBKMZweiDYPIBgwlBllEzU0m6dQCKJRdNUdEUFVP9SKJm/F7qcUrLJF5V+DdoRYd7X6cDkJsUxy//e5Qln8+m97EN9Lhn2mXpgyRJZfKpKQ1N06jv34Att2zlnPUcfmIARtmAGpqLY38IM19ai9zSin+wGVVxRyrWFA1V1dBUzV2mavlT9i96z5++r6kamiKgWSUwK+AUwCEhumQklwHZZURWL0yhIeMy+2Bsl8HNNw6kXkQUAB1atKTllMZ8Pe8nfLeGgS24yPkcPnSqXKIm41wGmp+G2Vj5TNM6NYuCwHu6qKlFGCXdUlOb2Td6JOHpLupO+291d6VYBElEsQnkxudh27aG4Efc04XPTBiE7dQ5BEHA3CSaiPfmolgycB7bR9bOs/jWNyMF+OA4l03m5hNEXeI4pWUSvxz4RjdlzNQl/PTiVaz/S+R4ygjGPvUDsqFiAb8W/+9j0k4fR9MUNFVF09wvLlzWVFzOXNBczHlho3sKtpYvIDS3WHELiwvX85cvqFM0HI07SF/f/u0IiIUfFq/DdSiAHJcRTVDzX5rnnYJ1UXM7ewvudwrWRRAEDTnHF5dfHgCin4oUqiGbVAxmBaPZhX+gRkhIAGF1QqgbHk50WNFAjHang+lffYdhbxS55iykxnmERwcQHh5CRHgo0ZHhRIWVzylUtauI8pURl8gbNGrUiMDAQERRJCQkhNWrV2Oz2XjggQfYtGkToijy1Vdf0bdvXyZPnsyyZcswGo1069aNL7/8ErmKZp9VBbqlphZSEHxP0zSvjD/r1Cx8rQrxrUMZ3mVQdXelWCRfA6LsQPYTMcZ2QM21IGgK2TsTMYYa0VDJ3HSCrH59UZ0C/s3dPz6R/30Nc99RpL92PymL1l7yOKVlEr9cSCYfRj43ix+/Hc/pjVF8/cwwbntpHgEh9crdVkr8IeyWUwRFtkUQJXdwQ0FElCQEQUSQRERBIs/ixJrtR4tukQiiAAIIgoAoAoKAkL8uiMUsF3oXEEQ876Io0qB1KEYfmSefuN37F6sCaJrGtA+XYD4RgbFPJvfcci2mSiZI3Rq3FUOOAb/m1R+c7XKycePGQn4mr7/+Oi1atGDWrFk4nU5PEshhw4YxZcoUJEnijjvuYM6cOdx1113V1e1y888//wBgNle/FU4XNV7CILmd/Fyqy7OsU3vIqmOi0YF0Nn/3KT3HlJyBvNoQBFSXgCNL4+SjrwGvFWzAFB1K1s6zgICW7xZiOep+sjrzwvOYG3xI1j9n0JQrR4ybQltz070r+CNoIEdXRjL3pYnc9c53mH2Dy9VOx6E3sOX7qfS8cRRtB/Sqms5eYfy6ei2+x+tSZ4SNW66rfPoCVVX57qfvEA0ij9z4iBd6eOUyb948Dh06BIDBYCA4OBiAIUPOpzfp2rUriYmJ1dG9CpOUlARQIx7o/z22wCrGKLqfZPQhqNpJ7JczAcg6dqiae1I8dd/7jJinxxPzRGHnWUHWyDt5rsT9BEnCdioVY4hEYNvQqu6mV5HMIYy4YwdtrzmHPcPEgtdvKrcVqcfoAcimuqycOYOsc1lV1NMri/3rksgKPcPN117jlfbmrZyHT7YPfQb3wdfs65U2rwQEQeCqq66iW7dufPvtt2RmZiLLMpMnT6Zz587ceeednmGbAlwuF/Pnz2fo0KHV1OuKERsbS7165beUVgW6qPESBdMxdWfh2klMs44kNA9E3byjurtSLIbW3XGdiiflq0UgaAS0CcUUJmEIlBBEgeAe9Wh16GCRV6NVu2i8Zg9N1u8jZumG6j6NciOIIlffuIoGVyeRHmdm15qyRVYuwGCSGfF/j+CyZzLnmedw1sCI0ZcTTdMwpAYS3NSA6IW8XHmOPA5uOYgj3MG13a/1Qg+vHNavX8+OHTv4+eefefPNN9mzZw9xcXEMHz6cf/75h7p16zJlypRC+zz11FP07NmTHj16VFOvK4bFYqkR07lBH37yGgVDTrXBUrPs4DY2n96LpmkomoqiKaiahoqKqrrXQ83BvDpwgld++K4UnCEBGDJyLl3xMuM6HUfqfx8iZ2c8gixQZ1hbgiY8hKlzzc+p5A0kUxADet7Dkn3fsfn7RXQccE+5vpfNu7VjwMTHWTNrCrv/2kDXkTXjut1www2sWbOGQYMGsXTpUgAWLFjAm2++iaZptG3bltmzZ2MymejXr5/nqT8xMZHbb7+dqVOnMmvWLJ5++mmio91B9J577jnGjSt5KnzSubOYXL5E1fNOpuWl65dicpkYNfTyJE+tScTExADuKNwjRowgLi6OwMBARo4cCbg/31deecVT/7PPPuPgwYP88ssv1dHdSmGxWGqMpUYXNV6iwFJTG0TNyxtfxCUnedY1TQAE0ERAQBDd5/jj3PcxKg1oGdgdRVNQVBUFF5pHCCmo+cuapqJyvswomVl047uE+NYMdV8WBJeCJknV3Q0gPzKw4iJnzjskvvttfqlA1F1DCXn6o2rtW0XRVBVbyjayE38npOl4jMFlD7DnHz2QqM5fEPdrQ/asn0XH/uVzsuw4pBdr5wZxZMu2GiNqHn30Ue666y5mz54NuK0oTz75JHv37qVOnTrccsstfP/999x66638/fffnv369u3L6NGjPesTJkzgvffeK9MxD8adAKBp44pFiS4gITWBLxZ+gSHV/bsoHnNwMGkXZn8ffPx98Qn0wxzoi8HHWCsfjKxWK6qqEhAQgMViYdWqVdx8880MHTqUTZs20atXL9asWUOrVq0A+PXXX5kxYwZr1qy5omY9FaBbamohtWn4ScVJrM+1LL7pjWJ/cJKy0xn2w1UAOKQE9mZnIyACIgISAkL+u5j/ci+LgvvdpdlJ4zjrTx5gVKvul/nsKo6gqGhS1TrCOeP2cmrCLSg2d/ARTSV/+vAFsUg03KkOCvolatR75WF8h92KGFQzE0JeCtWRw/rVHXAa3OfVaPs/mE3RnMn5GwNmYrt+gTmi5Jgortxk/GNyMQXZObbt73KLGkmWCI5qybn4fZU6D28yYMAA1qxZU6hM0zRyc3MJDg7GarV68nAVkJiYyIkTJ+jfv3+FjnnqVDIq/sQ2qlyiyfnL53sEDcBPW5YXW0/UBIyCjFEwYBQNmCQjJoORPgP60bRbxQNEVjdnz57lhhvceb0UReHee++lW7duvP3224wfP56cnBwaNmzoEayPPvooTqfT87mNHTuWF154odr6Xx5UVcVqteqiprZRm4afQEMSpBKfoKwXJUPcc9ffxda7kCyblY83/8iKk39hUd1Pg8ZKhuq/3Kh+ZkxJaVV6DNeJg9jTVIK7xyBHhiNIEkgSgiQhSDJIMoKcXyYbQJIwNmmJ77WTqrRf5SV117ukpfyJU7HgwIqoibTt9wtyQPEm6kOrRuA0CtSxBZBmziFe3A+OfYQKQeQImWzYNw5/m0zL2P8R1PTmQvsqeec4e+RTBAF8wx1knK5YBvJGHTuz89ctpMSfJqJRzTClX4ggCHzyySe0bdsWs9nMoEGDGDBgQKE6S5YsYcyYMYX+dxcsWMCff/5J27Zt+fDDD4mMjCzxGJln83D6apiN5R9+crgcvDXnLURRRIl3T7MzYeCJp55EcbjIzbaSl5OLLScXmzUPW24etjyb+2W3Y3fYsDscHM8+TZ2d+65oUdOkSRN2795dbPmGDUV9144dO3Y5ulUlWCwWNE3TRU1to3bNftIQS/EhbxQSQbTUjxxnGs2C2pba0qGURF5e8xkHrX+BmIdJaUyXkNGMaTmEYc07ebvjVYrBL4B68QlVGotIDA4DIHvnaUIGBRM49m5QXdi2rcWVkYmWawPVhejnS/Bz7yHUUFP18aSvsUkO/DQ/8sRc7CbIS9uJv180mtOCkncOlzUJpy0Zg18DFM1OoM1IxxG7yD62CEvaNuq0vB9TUHOcOaeI2ziRM4Z4dsQ/S8NT39G4zyxEgw+u3BTWbj4/FdsnPJczW/1IO3OUOnWbl6vPHQb3Yuevn7Prrw0MvffypWAoK06nky+//JK9e/cSExPDHXfcwbx587jjjjs8dRYvXsy7777rWR81ahS33norJpOJqVOn8vDDD7NkyZKSj2FVUX3Klm7jYvae3IuWoGEX7Mj5t5aWYU0w+ZnBD3xDynbTe/uVtzBUMi6OzuUjLc39oFenTs2wEpfrF3H69OlMnz6d+Ph4ANq0acPLL7/M8OHDAYiLi2Py5MmsX78eu93ONddcw8cff1zqk4GiKLzyyivMmzeP5ORkoqOjmTRpEi+++KLnxjFp0iSPma6AYcOG8ccff5Sn+1VKbfGpmbJuEaqQhyCULGoMksTyOz67ZFt/nzjAf9bl3xxE+KT/Qq5q3MZbXb3sGP3deXk0pxPBWDU/usbOA6j/6n/I/uVHMlbuI+2P//NsE2UVQQZUUBwifsNWY+o+pOTGqhEB9/+ughN7/qXaFvco2vHHiq0frPl49glsNo7AZudFhSGgPi2HraKFM5f4tbcT79pG2l+diPDrRmLeJij4KDSN7p178uveYyyb9jwT3lhULn+NOtGhmPwbcnjDSgbeOabG+Tbs2rULWZZp0MCdrfzGG29k9erVHlGTkJDA6dOnC+XjuvBGc++99zJ16tRSj6HYNcQK+gifPncagFvvupXdv23jyJl4egwsf24wl6YgG2rWtdcpmfT0dARBIDS0ZoSEKJeHVr169ZgyZQo7duxg+/btDBw4kOuvv579+/djtVoZOnQogiCwatUqNmzYgMPhYNSoUaXGjnj77beZPn06n3zyCQcPHuTtt9/mnXfe4eOPPy5U75prruHMmTOe14IFCyp2xlWEZ/hJuXJFTVxaMt+eeB1NcBAbWvksyC3D69HMNBxJCcekNLyiBQ0AzRoCkGeruhlQgijiP+7/iJ67kuZbtlHv2YkEda1Lo09eJXbvIVrsOkyDT91P4icm/R/xgztWWV8qQ4OImwmnAYFSNL657qGIFuZraOlzLa39xtA25E46RT1NY8HtJ5NpzkOi9OFI0eBLk8E/0LXhmyiCwnHnBgK1OjQ3DCDU5kf/7qtp2v9j+t4xirTjeWz6uWzOsRfS/7YJOPKS+O7N6eU/6SomJiaGPXv2kJGRAcDKlSuJjY31bF+yZAljx44tZEVMTk72LP/444+0aVP6/6DmEJFNFXPcTUlPQUPDddDC0aSTdI1uS3TrhuVuR0HBYLiyhqb/zeTk5ODn54dUQyZRlEsOjxpVeFreG2+8wfTp09m8eTOJiYnEx8ezc+dOAgPdaeVnz55NSEgIq1atYvDgwcW2uXHjRq6//nrPNLdGjRqxYMECtm7dWqieyWQiKupSmWmqD4+jsHrlOgpL+daZic2e56l+YyvdXrh/ID/c8g7XLXiC07kHK91edSOZ3CHAXfa8y3I80TeAgEnPEjDp2ULlpp7XEHXnCiybtpIbl1n5AykuOHcQVJfbI1lxwm+T3dtaXQdXPV3uJiO7vkqBffbYqtGk2PdSb2BR615o6/tp5LCg2DOQzGUzXwc2v4UejUejOrKRfd15ixpcsL3z1f/h8Ka/2frdGgLqRNG+34Qy97v9oO7E/XMdx7f/zLr5zeh/2/Ay7+ttBg8ezO7du7FardSrV48lS5Z4MqPLskzbtm25//77PfUXL17MtGmFE3xOnTqVX375BUmSiIyM5Isvvij1mIJTQqqgETIjKwMBgV82/EkD/yiuuXN0ufaP23aIdavWoAoaBqMuaq4UcnJyaow/DVTCp0ZRFJYsWYLVaqVXr17ExcUhCAIm03nbpdlsRhRF1q9fX6Ko6d27N19++SVHjhyhRYsW7N69m/Xr1/PBBx8UqrdmzRoiIiIICQlh4MCBvP766zVmDA/OixqXWrlMvtWJX3723DyX/RI1y4ckyGgoXm2zOpDynSftedZq7YdgMBLyzDR451Esh/4kcVw/gm4Yg9+NDyBUJAPyhqmw6n/FbxMNFRI1FyILPrhKefgXjf6IxvL9KIqyGVEu+Vyve3gqi998gL8+WUz83k0Mv+cDDEafMrV9/ZP38M1jJ9j285fUbdaQ5t1bl6tv3mLFihVFynr16sVDDxWfpmPLli1FyqZMmVIkwFtpCJqIKlTsN8yaY0VAwF/yYejIYSz6dA6qpmGUDRgkAyaDkW4DexHRNLrY/fds2UlyXiqdIlvRuneHCvVB5/KTk5NTIxJZFlBuO+PevXvx9/fHZDLxwAMP8MMPP9C6dWt69uyJn58fzzzzDLm5uVitViZPnoyiKJw5c6bE9p599lluueUWWrZsicFgoFOnTjz22GPcfvv55G7XXHMNc+bMYeXKlbz99tusXbuW4cOHoygl3yjtdjvZ2dmFXlWJMf/x5koefvLLF6QOL5+DLMqoXLlir4ACUeN0XB5LzaUIvOc5wkd3wZaQzqlXvuBoj46cvX8EttVL8ud9lxHFCT6hcP86eGADPLgJHtkFXe50W24qSZpwBqchP1P1ZcIvMJKJbyyh7fBWHF2XwKxnx3F8X/HTii9GFEVue/0FDKYQfvnoTdKTKjab6opEdGcYrwh2q/thqF5oXRYvXUJSZgpOq52MzEwSU8+w/fQ+/lmztcT98+x5hBlDuP7BcQRGhlSoDzqXH4vFcmWLmtjYWHbt2sWWLVt48MEHmThxIgcOHCA8PJwlS5awbNky/P39CQoKIjMzk86dO5fqrLd48WK+/fZb5s+fzz///MPs2bN57733CjkG33LLLVx33XW0a9eO0aNH88svv7Bt27YiMRwu5K233iIoKMjzql+/csGkLkVtcBQ2SwY0TcDu5Vg7BrGWWGoKhp9sNUPUSKFRhE2ZR5MNe2n0+ZsEdmtO1pYTnHjwZY73aU3GG/eVTdwYfUFToG4HiGoLka0htDEIoldEja8cDoDmBbGcm5tLw4YNmTzZPTy2YMEC2rVrR9u2bbnllluw289bGUVJ5qtfTjBzz2HsFhc//O9jZjx5Hdv//BTlEt9x30B/xrzwXzTVwYKXXsae613rZY1F1DxJT8tN/qSpvalHyVZyufWGcdz14n944KVH+L+Xn8AoyKU6X1sdeWQ6cy6r+NWpPFf88JPRaKRZs2YAdOnShW3btvHRRx/xxRdfMHToUOLi4khNTUWWZYKDg4mKiqJJkyYltvfUU095rDUA7dq14+TJk7z11ltMnDix2H2aNGlCWFgYx44dY9CgQcXWee6553jiiSc869nZ2VUqbGqDT40oiqBJWB25Xm1XEgwgXPmipmD4oqZYagoQRBFzj6G4Ek9gat6M7JXryY23kPrdOoKfu2D6uabBunch+6IMwGcPwEWf+dmzv5Jh3I0WlID2c2c0NFRBQ0NFK/gTtIuWuaAMVEFDETUUQQVZACovkN544w169uyZfzolR9gF+Ouvv5AkCbNvMA98+gM7V3/FruV/svbr39m85FdaXtWBXtc9hl9g8bMzY1o0ZPC9T/HXF68z++lXuPPD12q9A6smahXWseIFY4x9m3elXofCAfwUTSnVV8ahOLFqNhL3xVOvXeWC/+lcHlRVrXGWmkrPm1NVtdDTEUBYmDvWxqpVq0hJSeG6664rcf/c3NwilhxJkkqdMXX69GnS0tKKRNO8EJPJVMi/p6qRRfelvNIjCktqMOvSZtFv1g6ua3o9/+l+HX4mE2ctWRxLS6JleD3q+F76C5zrtHPg7CkUVSPbkUn8J/sIeTKEnv368PvP7twmpzLT2HP2BDaXA5vLgcPlxKE4qR8Uyf6UE/Rv2IHowFC++ec37C73db2v6ygahUZU6TUoiZpmqbkQy6KPOT3Fbd0UZQ1DoEDd555AuPB/Ky8DVr/hXo6+KEZQ6+sLrZ5M+AKbMQ2f0BAENE90aBEh/11EEIQLokbnv4TzUaRFQUTCgCaImH0alOoDUxaOHj3KoUOHGDVqFPv2uSP/lhRh1+l08uabbzJt2jTuvPNOZIOJbkMfptvQh4nb8xtbfp7L7l/3sPePO+l6Yx/63Vh89Nb2A7uRk/YfNi/9hN8/ns11T9xTqXOo6QiVsNT0HdGXrbu3QgI0G1Y4fpWqqrhQSxWFo2+6ga8WzsRaA/Or6RRPbm4umqZduaLmueeeY/jw4TRo0ICcnBzmz5/PmjVrWL7cPVY9c+ZMWrVqRXh4OJs2beLRRx/l8ccfLzTtcNCgQdxwww08/PDDgHtG1RtvvEGDBg1o06YNO3fu5IMPPuCuu9xhzi0WC6+++ipjxowhKiqKuLg4nn76aZo1a8awYcO8dR0qjSAIyKJ8RTsKA/wyZikfblrMujO/Muf4a8w5/lqROn1CJ/H5qCdLbMPmdNB/7hjs0klPWZ2hIag2lY0b/mbckhcZ2rgfU/dPLrUvc44DSgBI53/kUv5O5a1BDxLi44d8macQygWixlGx4GRVSr41ptnvSzGUNHV+x0z3+6hp0KV4K6inOSTCI4fTqtVb3uxlpZg8eTLvvvsuGzduBEqPsPvBBx8wceLEYn9sm7YfQdP2I0hLPsSKWa+zddEmAsK+KTG1Qp+xw9i+bAnZaSlVdm41hkpYakZ0GUH9sPp8N/M75nwxm/YRLfEx+9ChRydCG4SDQOmzmmS3ABdLiZGlU7MoSKJak4afyvXtSUlJYcKECcTGxjJo0CC2bdvG8uXLGTLEHQDs8OHDjB49mlatWvHaa6/xwgsvFEmkVjA8VcDHH3/MTTfdxH/+8x9atWrF5MmTuf/++/nf/9yzMSRJYs+ePVx33XW0aNGCu+++my5duvD3339fVktMWTCIhite1NQPrsMHwx9k+12/8F7vOaAWfbpuF96i1DZeWjXTI2jq0AUA/1b+iGb31+1A7k8eQRMmdOXtnrOY1m8+X129lFY+1xGonX/KC5Ga8+2wZey4fSeSK4ItmfMY+F0fRi8qWVRVFQaTe/hJsdc8USP45f+o2EoZOrTlO8v/+eIl2xNFE2oNGkr96aefaNGiBS1anP/uXRhhNykpCU3TmDdvHomJifz5558lDl8XUCeqJWOfnkNIQ5mNC74rta4gCBV2oL2iqKQblVmQSfBLQFYE4pMS2B63m+kLZvD5O58CYDSVPF/cz98PgLwaaAnVKZ4CUXPFWmq+/vrrUreXZfpgQTTiAgICApg6dWqJkS59fHw8lqCajixc+ZYagNNZ6cza+Ts/HV8Ekg1NlbixwSPsSz3AUz3vpVfD2FL3N10Q6CKNHQA82fZDGjWUef/Qh7wx7CPyHE7sioOe9WMxXuA8uLiBe3hkzfF9HE5N4N6u13iGJx/r+Bx7Ug6z7swfpKslz6irKgwmX5yAqwaKGtHHLWpUS1bJlYa8ChnxkHvp/FWiZEZRa855bt68mYULF7JkyRIsFgtOp5OAgIBiI+yGhIRw4MABGjdujMvl4ty5c4wYMYLffvutSLuiKFK3ZSMOLD+Gy+lELml4RIBSRsRrDYJIxR2FgbDAcLaHb6eNfxMevWkyTpuDncs3c/xwHCankejmDUrc97zvV8WPr3N5sVgsAPj5+VVzT86jx6L2IrIo49KufFHz+tpv2JAxGyTQVBPzrllKx7qNyrz/awMnMiZ5AADf7llOQs4pRsZ2Z//2fzDJBtpHXbqtAU3aMqBJ4XH5SV0GA4MZ/u1BztkTyn5CXsJg9gVqqqXGHfBStV7CH8E3FNKPX7I9SfJBUao3Hs+FvPXWW7z1lnsobNasWezbt497772XGTNmkJGRQUhICCtXrqRVq1aMHDnSE0YiPj6em266qVhBU8C5E+7w/rtWf0nnwQ8WO1tTECo+LFOV/PTXKjJSLYiChCSIhIYFIIkiCEK+z5OAyVeme6d2mOTirSSapoHm9nsRECp1niHBYdwZdCszsxbQYUNHBve5lu7X96c7xWcNP7X3OKqiYvQxYTC7BWVK8tmKd0DnspKdnY2fn1+NSilSc3pSC5BF+YqOUwNuB9/VcUcxBBvYcvtGfGRjufLngPvpt1O0e/ZCp+gHvN5HH8kPRbv8JuoCnxrFWfOm94oFeamsl4jHZAoE+6UdMf18m3I6sWalIrmY6OjoUiPslpWRD73Oso+eY+3Xv7N92e/0uHE0Ha66q/D3XqDGDT+pqsqJHxxIqi8u0YGkyWRqxQ8Z/iOuRhNUBE0ABATNLXjQhELJa/2IIiciudg2ysoj1z/N2lkb+P7Y9wzuc22J9RL3x/P1d3OKlJ9MvPwPLDoVIysri6CgoOruRiF0UeNFDKLhio1Tczz9LC+u+pS92SswhubgsrTwRBiuafgafFGEy28tKfCpcTlqjq9JAQWi5pKWGlMA2C8diNLlsmA01owEdRczadIkz/JDDz1UYoRdcKdd2b59e6nt1YlqyaS3fuDAlsVsXDyPVZ//yLYff6LHmDG06zsBURQRALWGRSUQRRFnwzQcyT48/u4oHIqDM+kpqFr+tHsNNDRSk7M4cCDePdFe0Nw+5YJ7uEcURURRQBIkRElEFET6te5cqX5JooQLJ2Fy6RHfM866h0HHXT0ag9mII8+Bw24nqlHxEYd1ah66qKnlXMnDTy+ums5e6w8ggeAKJdI/kD3J8WUaKioLxeWx6dWrV4Xa8jf6o3H5RY3J5B5+UmugpUbwdw8/abmW0iuag8pkqXG6sjAaw73RtSuG1j1upmW3mziweQGblixkxadL2frj9/S6aRyKy4EoCpdupAScDht5lmwCvRyOoH7rUNJOmJj6wWKenHwrzeoWE98lBvp16erV45bG8g0/c1JK4v56pU9/t2S6v4fNe7ZBNtXu+D/FkRaXjC0nF5OfDyZ/M2Z/H2Q/E0IlvmeXm6ysLJo3b17d3SiELmq8yJU8pXtEs6s4uesIAgKCLJKq/cOcXX/w3jXeGT4qLo9NRTFJJpBs3LjwGYySkef73e018VUaBcH31BppqXGHlVfzLhE40RQAigOcNjCUbIkTRWONmv10uRBFkba9b6d1z1vZu34OW777juUfuYfhbPZgzpw4Sd3GZc887XTYWPbFYs4cqAuaRIMuSQyfNK5kh+RyMmb4EL78dR2+x+uyYMdS6kaGuS0y+VYat8XG/W4UjfSt19cTKLQqWLn5N14+8j96CZ0Z2W9MqXUtORZMyP9KQeOyO5k+50tcQmEHJkETMCBhEGQMooRBNGAymfCNCcJkMmE0GjEajZ7li8suflWlr4umaWRlZREcHFxlx6gIuqjxIleyqLmj49Xc0fFqz3r7r/txxlq5sfWq4upGXVl59muO5q4DycKMHRFMG/l/VX5cWTLgEkF11rybveAfDIBl5SpcSafRVMU9XUfTCJr4GIZW+U/qOfmfqT3nkqJG+xeKmgJEUaRD/0m06zuBfRsWs3fNcbLPxfD923H4h2+heXd/Og7oh+9FU1lVVSXl1HGO7t5L0mELGaeCUV2RxPZPBw0O/x3J79oiRt13R5n7curUKcaPH09KSgqyLPPSSy8xduxY+vXrR05ODinJmeRkZeITZybyjnBSf08lY10GSGCMMFLv3npIPhKqU6Xe7/VIOpKEyWRixowZdOzY0WvXbM4fX/F+8sf0FDvz/piPL+mLZ8214iPWzCFub7F2/nLWHd6CQZQxi0ZMkhGzbEIWJVyCytWtexNRLwpHnh17nh1Hng2H3eF+ORzYsqzYLW7LcHZ2Ng6Hu9xut3uWS0OW5WLFjtlsLle5VExMMJvNhsvlqlHTuUEXNV5FFuUr1qfmYjQ0DGLN/HqMbt2T0a13AtDumx7kuS7PUJQgCChizbTUCLKMOULGcigVy+FUt8+ECIpNQHW8S8QHi9wVnfmWHHNgqe2JghG1BKfTfxOiKNK+3y207we2vEz2blrNkc1Wdv4Wyq4/NhDRLJWWvRpgs1hJOJhKarwfTmswCP74R+TSuKuF1r3aUb+5O1Cowec79i2PZtNvP9NrRMmR1i9ElmWmTp1Kx44dSU5OpkuXLowYMYK///4bgO2/neDWe6/jvcmv07d/XzbU3UDX6V3x9fHlyWeeJOmfJE73OY1zg5OwoDCW711OXFwc99xzD6tXr/bKdcrMTOP95E8YaRzMaze/UyYLgTUvF1+5ZsUa8zbbD+/CiEzHqFbYnQ5sDht5Tjt59jzqGurQ+eoeBISX7JOSuSwO25EMom4rfvhQVVWcTqdH6JT0stlshdYzMjKKlJWWc0uW5SKWoYLPuDjBU53UzLvWFUptCL53HhVDDfuyFoeAge2pK1m0pyfj2ver8uMpEqjOmilcG6/bW6QsrmdrlMxMNJcLQZahYOjBboFSbiju4aea5ztUnZh9guk28Aa6DYS05OPsXLOZ+H+MrJ3lAkyYg01EtcilYZsgmnfohm9AcJE2+l1/A2mJ37LzlwjC6m2hefselzxu3bp1PekfoqKiCAsLIz093RMbJDUjhdSsZEYNGYUoilw39LxYOuJ/hH0799GobyM6Sh25bph7W9OmTUlKSiI5OZmoqKhCx1Nz87/fkoAgifnRqt3ZuzVNQ9UU95BW/sulKqze+ReqoPLggEfKPOSRa8/DN39It9YiQp7mYMuZPTz5yOP4hZb+MHExSo4DKbDkgIWiKHqsKZWxmGiahtPpLFYA2Wy2Yi1EDoeD2NjYUtMVVQe6qPEiV/Lw08VogqtQEL2ahKpq5Njd17l3+A1sOLeQefu/vyyixiUJaK6aKWqKQzTJZG5MgHtGUHfWnxCTP7Ml5wz4lTw7RahlPjWqqqAqThTFhaY6URUXiuJEVexoTgsmwYbmtIIrF9Vlc0eg8zy5aufD7OaXmVDp2UGje3sXyad34utvIig4P6qzloCScJIcKLIfqAzo7eSX01Z+mSOT5f879evEIgoiqqrmCwUVVXW/a5qKWiAgUEk4FU/K2VS+m/crkb5NCDJG8c3cOXRs0q/Y4Z4Tq04Q1jWM+oH12WfYx+pPVvON8A2ZJzI5GneUETNH4NvYF0VVUDSFYWm9uD/ppnJd2+Om07zc5E3quaKoH92ozPvlOW2EFiP8ahMPPPoQP85bytHUePas3kH36/ojGcr+sKhkOZBDq36IThAEjwWmpg0nlRdd1HiR2iJqVFUD0YGPXP1PUdPXxLExLpVRHaK5pm0UgWYDk5fu5vt/3JmmP73tNnalbiLXdYlZP15ClQS0yzz8pGkaquJCdThRXU40pxPV6XIvu1yoDgeqy4XqcrnXXS60/O3yHffAtM+xJJwlafU81NQTaNYg1IMH0c460FTVfTNVVVRVcb8rCikp5ziXorHu7JtoioKqKPnCQEXz1HMvq/nLLqeFjKQ0ZIOJwMhg95P9Be1rBTfqgmVVc08/VvJv2qqKpnL+XdM89TSN/OX88nydoamaR3MUlKEJ7mV3qnD3u1byjJK7mm7Dx1jxIczyPXu7uckQxIcG9+yg06nHkDF7guXB+cB5gidxqEBuXi5zF33D2NF3kGlPRsJEgBzJ/uQNPH7/80WO8dFHH1HPrx7Dbh2GLMh0v6M7v3/0O3te2ENko0gat23MtU2vpVHrRu4p3YJIoz3BuM6pHOmbjqiKSKqIoBVE+3X3q2A6uCAI+B5QaXi2Lq81fIHW9dsW6UNp5Ko2/HxrTiTaqsAv2J+RN17H93MWsXzvWs6cOcOND99W5v2VHAemRhX5hv170UWNF6ktPjW5TjuCoOBrKF3UaJpGnlPBJEtIVTQNcXt8On8fTeXvo6k89d0eGjQOJj4zj0YtQkjMyOPrTSdA9iFHSWJ5/HJUTUXRFBRVQdVUTthlTjiMKJqGqmn520HVVFTwlCsUbNdQNA0N3OtoqBqe9xdkX/zW7mfryOFuR1xVA1VFyL9ZC/nraO5tgnZhHfed1vOu5t95FSX/Vob7BqJpCPkzWARNK1+CthJIypHZ/vnC/LX28PnsMuwVykk2gqgh5Mc3EUQN8kckBLGgDBBBFCX8Qv1wOWycOZjkHrUQBXcdQUAQQRDzb9jiBa/8dVGW3bFTpPwbuSgi5MdROb8suuuKUv7+7vgq7m3S+feCMkFClNwvQRQRBAlRkhEkAVGUkSQDPms3cSaoE/6Db0eQfcBgRhAKfhrzr37+91vwfBqCJ4molp+AURAu2Ab5F+bC8gvKELkr+SxfLNvDtR2C6XJj6Y7udrudIUOG8O777zB+/HhmzpxJUFAQ7buGYH07nXufHluo/rJly5gzZw5r164tlGzwxT7n8361bNmSJ4c9WSjOSM65U2QfPs3QYTeU2p8CziXuxX42k/7JHakzoGWZ9gFQFRWb5sCvmESIlvRsUk+eJaxRJP4hV9YN/ejGfaxcvQqjZMBsMGE2mencuytdO3clfeNK1HLk2tA0DSXbXurwk05RdFHjRQyCAYvTSqIlGVUDl+dmiftGioZF0UhzKATLGoqm4lQV7KqCS1NxKgpOTcWpqTgUJX+76t6mqbhUFaem4cpfdmla/kvFpbpvxgVlBcvufuTfyOGCMi3/pp5/zwWacow6nCE9z50/6LuEqRz/ujXJeQ4ORBrAKCGcshBiMpAebcbz7ynAfXVCeLVHU69f02Df8//QaoQPR5v7AX4cBWjsy9aj2fhmBmEK28XktUWzfmdEvozLGAMoboGBBuSLBrT820/hdeGCOgVSrWD5j56D6b1vG3WtVrT8G60miCBJYDCgiSLklyOK7nVJgkLvIogSWv6N9uzJ45gDAgmJqYcmyW4/BlFCkNwvVZYRJff+oiSBJCPIEoIkI8gygpR/o85fFgwygiQj5r8LokhoqIk2/r4IAogGH8TAyAuEwnkx4BEIkuS+ZqKMIIiFb8y1jNy1L+PyaUhAu3sv63F9YqD12k38vS+XjqMcSIaS0xhMmjSJgQMHMn78eMDtuOl0OlmyZAljx449nzcJ2LFjB5MnT2blypWFBI3VanVbV3x9WbhwIV26dCkaOE0SQSn7jVeQ8kWaoXzfD2t6DpoAmqayZ8U2ziQkkZx6lnO56VguiEHVNKwh142/scYFeCuJI/sOkebIpoF/JFZ7LkdyEtjz8xHP9ujosgcWVHNd4NIQA2u3M7W30UWNFzks9WSP2IZftlV2KrRAuT8aTQHU/Bu3ilDw0jQE3DdzETX/5ux+F/Nv3KKgYRHCsKu5dFKPYpbdzqQRXEWg2YAWaGRvmICoaTSMDSVAEMmTVLrLJkyyyB8WC7tzqiZtwWvXt6FRHV/e/+uI5wEYwORUCfM3kdg8kAa+D3NjxNNcHxlIiMGIKIhIooQkSIzccYzW/mbeb1lyIr3y0M4qkHr1AGZcN8wr7dVs/h3xQxREqKb0Jv2HXs/nS1dyaOW3tLnmzmLrbNiwgUWLFtG+fXt+/PFHAMaNG0eTJk1YvHgx06ZNK1T/mWeeITs7m2uvdaco6NOnD59++ilxv+3mxkduRxAEmkQ2YNpdr5M6c1/+MJ376UbJsqMpZU8HIYe5rbmBA+qX67yt+YH3Vh7cAIBZM1BHDaCJFkkdNYBAzYc0MYfduaeZP38+d911FyZTzb+551gt1DEGMv4pt0BO2B3HyUPHUVwK3Uf0xTekqGWqJJRs9zC3FKRbasqDLmq8SP3QbpzLtnBjqANRcBuupfx3UQAJyFYETjkEOvmDSRAxShKyIGAUJGRRxCBKGAUJgyhikCQMgoRRPP8ySBJGQXavSxJGUUYWxEJPahVhxI4jtPTrxwctbwfgsNXGC0dOk6BqZCsKWG2EmQykKCppAjTxMTO/qztbd/3fd+CUqyYvjp9J5v8GNeemrvWQJIHv4lN5NeUcTmBTz1b8lZbNgjPpvB6fzjsJGYwID+bWqFD6hJgQBQFJcFujvIWgaShXTsBPnTKgaiJCNTlFR7XtR53vf+LkiWO0KaFO3759STx4Emt6NpoGdoedpWt+xpqWzZrZv4Omkbc/DfJ9jX7+YIF7WdFwns1FCjJh2XqGsMMifz+yCDnS1zM0iCAgiriH0kQBKdCIb+fIMvdf9HXfQpQcB3KdsvvghdWNoL+xHSaLQJgagJ/ZF3OzYEyNgzA2CsQQ4Ytolml39iwzZszg77//ZvDgwWVuv7qw2HLxN533E2rQoSkNOlTMgq1ku2cfSrqlplzoosaL+BvM1PcVeKl1zQobXRbckzbPszPbyvpMCzdFhmASBa4ODaBvSAB/p+egAb2C/Qrt6yolxkF5cCkqDf/aiWKSQFF5KDiEl7o2pm6Q+wfzwbb1mPrrWfJEMIoiI8ODGRkeTLLdyZLkdBYlp/P92QzqmQ2MiwolR1FR8Z6qufg66Vz5qIII1egLFx0gkpRRsqXTbrXx5fxv0ITC37zwRBNps/aX7SD5TltBI5sQ0CemEr0tjOjrtuaplrJdP+dZK5aNSeT+k0ILNRLfjuH49ayLsV5AsekBwsPDEUURo/HKsFZYnbmEBXknZ5qa7QABpIB/h8XUW+iixosYBAFHDcvkW1YELph1Csj5lp/3Yutjls6Plw+uU9hx74e4FBxmCYfdO+f92o54FJOEX55CrkFgX1bRsP8yAmEXzWaJMhn4v4aRPNwggu3ZuSw8k8bnp85hVVQ6BHhvFpeQ7yOlU3tQkRCqafgJoG5YMAfjcjm4egcggaqhqipZ6ZmcS091B0YTNAbG9ia2W2u3dUWWCA4Kduejyp+RhCB4LDBnP/oHJcP9pO/TLow6t7fyap8dZ62kfrUX1eq+bkpu6dfPfjyT7NWnsB/NRAwwEHBVPfx61EUKKF2spKa6z3/Pnj0kJCR4YrJcnBaguDQBBWVVmSrgYqyqjdTMNDYsWEHrqzoREl16Us/SULLsiH4Gj9+STtnQRY0XMYiC1ywWlxsh3z22gAJRo1zifB45egpMEnc2qliivhyHi0Er93FKUgl1ggMNfCUOD+tEw7928rdmp8HvOyiYlasBilkk0lZ8vwRBoFuQH92C/HiteQx/pmbTyt97cR5ETSttdrDOFYiGCNUYiiEmKwEXUSxau6zwBg38RR/MopEYYzgte7QloknZHE3lUDNKhh3f7lEEXl0+f5ey4EyyFrLOmFtfIiP398dwpeYRMi4WU8NA0hYcwrozhcCr6iNH+iIFGpFDiv6fBgUF0adPHywWCw6Hg7y8PDIzMz2B4QoCwpWGqAkYBRmDIGMUDfiE+uMT7OcRPh06dKBhw9LzeWVkZJCXl3deNBlMSAapSGygBv51OWM9x4pD69l85B8eePRB/IIrFvdFyS498J5O8eiixosYr2RLjeBOjVCAlC9qLhZpqqryT6oFp8s9rOM0SfjlKkxoWTiqpM2lcCrHhlPTOJVj53hOHqdz7STlOTCJIrGBPtT3c/u9JJgBRFxOBZsIkbkqsiRye1AQu7JzkSW3b4wsCEiCgATc2CLskufkJ0ncEBlS2UtTCAG8OpylU/1ogng+SF41ENWkF0+mPkve9X8ghtd1D8OIEBgShMFUsZuaFOT2wwge3fSSOZgqgl+nCIwNAzn7zjYEo4jsX3o/jQ0DUbIdZP9xAiXrvP9SxvdH8zssEH53W0xNggvtZzKZGDJkSKltF6QKuFjo5BxLJX1NPFLrIBwud5k1KQsNI5okYbVa2bdvH6qqlipqNE3j888/LyKeBE3AiJzv42hwvyQDMb4R2Ow2ElwpbPttAwNuu6bU/peEW9To/jTlRRc1XkQWBZzV+ONYWbZmWXniUAICcNqWb1a+qM6jm46xxFF4SOjmsOBC66qq0n35blJ8i/kxdaluB8X0PEgvvClKkll7TQfP+ju9mlXwTKoOffipNlK9lhqpbR8CtuZiTD2EqVOHS+9QFgr+9dQLlr2I6lLJ23sORAHNoZK+6DCh42JLrO/fOxpnshVnojtIpql5MCFjWqDmOhFEgcxlcZybsY/g65rg37Ps056hcKqAC7Gm+5Gh2om5tQ+CJKI6FJJe3khAk3oEDW8MwIcffnjJCLo5OTnY7Xb69+9P48aNyd5/lvSNCcgdQ3DY3WLJ5rBjd9ixuxxYXLnYBSeBkh8xTSs+61LJtmOsf2VH960OdFHjRa5kS82IsCB+OZfJYauN/CCtDAoNJOCi/E/xuXb3t0ZREVSQVI2Z5DBz1U73D2jBrApfkchclduj61DX10iTADPNg32J8DXhUFT2pVk4ZbGR61KxKSqZDhfX1K/4+PPlQtBA04e4axVuS83F8t17HD58mHHjxhVaX7BgAddccw0PPPAAmzZtQkzP45PcHxg0ZBypqamMHTuW06dP065dO+bPn4/ZfOkhVNWhkjZnP6rNhZKRH+tFrRpVk7c/lezf4z3ruTtTCL6hKaKx+FuKMcYfn3ZhHlFjP5qJ5lAwRrunONe5ozVnP/qHzB/jEH0M+HYIr1C/XOk2nCm5OBKycZzMRjCKOM/mYt2WjP1YJgBSsFv8qKpKTk7OJUXN1q1bEUWRbt26ERAQQM4pA2EGlZibe1eoj2VFyXZc0udIpyi6qPEiV7JPzQMNInigwaX9Ym5uEEZSXDIuDVzkv/IUTJpA/0A/ZEFAFgVkQeDO9lG0qVM0LoNREukcEUjniCsrWiiAqFtqah2aIIJadaImNjaWXbt2AWCxWGjUqBFDhgzh9ddfp0WLFsyaNQvLWyPJzXOn/pgyZQpjxozh4YcfZvLkycyYMYOHH374ksexn8h037gLnIZ9ZHewx6ogP05C4PBGmFuGIvoZShQ0Bfi0CiX7j3jPesF0cADRR6bO7a1I+XQXlo1JhUSNpmm4UvOQAoyI5vP7aC6VvL2p2E9mo9kVbEcziszCMsT4Y1mfSO4/KRii/DC1CMGvu3uoPDMzE1VVS8wy7XK5+OOPP9i+fTuDBg3yiB/V6kT0q9oZSZqiolqcnmFEnbKjixovYhAEnFeoqCkr42PrMj62ZmVlvZzoU7prIYJ02Xxqfv75ZwYNGoSfnx/z5s3j0KFDAMh1OxN2YgaaovDzzz+zbds2AO644w6eeeaZMoka0eS+OQtGCdEsgSSS8vFOQm5qgakCwxg33HADa9asYdCgQSxduhSABQsW8Oabb6LYXDSTo/ms0Tv496jLVUOuJifHHVAvMTGR22+/nalTp/L444+zevVqADJT0vFTTCy/8xvAbd0J6FfPczwt/7czaGRjVIcCLhU110X6d0dwnMgGwS1SAgc3xJWah2V9IkqmHTnCF1dK0VmSAM5EC85EC+bWdQib0LrwNqdbAC1btoy2bdsWGr7KSk5n0bcLOWtJZUiLvrSnCZbNZxAMIo5TOUgVEDWZ8Vkk70lFNEg0uboesrnk26+S4/Y7EnVH4XKjixovciVP6dYpG6Kmoeqzn2oVGiJCFVpqLmTx4sVMmDCBzMxMZFlm8uTJbNy4kbYRwXzayYpPwjGysrI8aQFiYmJITEwsU9uG6ADkMB/UPKdbFKgKml0hbdZ+ol/qWe6+Pvroo9x1113Mnu3OE6ZpGk8++SR79+4lQPHhpqtG8eNvPzM6PpcF/d7CEOlL5KOd6du3L6NHjwbcPisFPHHd/ZB+3kn4YquKaHSLsnOf7S7Sl5CxLdAUlczvj7lj84gCPu3CCLyzPnn70sj+62Sh+r6dI/DrHoXm0tAUFWNdt8VYsTqxbEjE3CwYm3g+HYPdbveImjOHTjF/0XxcqsIoYw8i4vzIPhSP5lQ9TzT+vcvn9wOw+vO9JGW6z3+wohJ7bZMS63qiCeuOwuVGFzVe5EoeftIpG+7ZT7qqqVUIUpX61BSQnZ3Nxo0bWbhwIRaLhbi4OIYPH84nn3zC0zcO5a31Dl5/sfw3ywJEo0jU5K6Fyk4/+zeq1YkjyeLxXykrAwYMYM2aNYXKNE0jNzeX4Ohg1KY+1GvZCEM9f5zJuThT80hMTOTEiRP079+/SHu/7F/F/Fe/IqhxEwRBwNymsA+dHOlL6C2xaC4VQRZBEhAkESnIhDHG3Xc52IzmVDA2DMSVZsN2JLOQoPFpU4e8/WluS86mM+70D5qGNT8VhCslF1e6jZxVp9CCRQyijFN1sXDmt3SP7YTD4WTFP2vxE32YdPck6jQ4H11Z0/JTSeS5cNoVVJeKKJd9eM/pVPE3iFicKpJRwmFxIBklREPRiPAFM8T0Kd3lRxc1XsQo6paa2o6AdkGaS53agCZenuB7P/30E0OHDsVsNmMymQgMDGTkyJEAXNexCW/NXYOafIqgoCCPtSYxMbFcSRAvxtwqFNvBdFK/3kv0S70q1X9BEPjkk09o27YtZrOZ3pEd6NaphXvox6UiGESWLFnCmDFjikwj37VrF2Y/H7reMaDU9n07lu7XZ27hDtGguVRSv96H5igsRv2vqofqVN1DVxaHJxWEkO9nZIj2J/T2Vmh2BeuOs0w6PpiZ1r9IyjjLj5v/AKCeKYLbHpyAb3BhESgIAkgCy9/bQXyyOwK0SXTH+GrU0J9Bz3QrVP/MzhSs5/Lys9OLZOS5MORHTV7+fRx8H+epW5BK58L3EEngel/9Fl1e9CvmRWRByM98rXnivOjULkTgyp20r1MslylOzeLFi7nvvvvchxQEhg4dyqZNm+jVqxcbhbrEhgcgzL2WEd27MnfuXB5++GHmzZvHqFGjKnxM20F33AThEk68ZcHpdPLll1+yd+9ewsVgbhl6I98d+JObe41CQ8PcIpTFUxbz7rvvFtl38eLFhWaAVRYl21FE0EQ83BFjvQDC72pbpjZMjd1DfC/SE5fDiT0nD1uunZCYOqXG9snOchBklmjaJhTFrrB7XzqHTuRw6IFVjLilBY0H1CMv0873X+wrsm+zRgE07BiOw+pEcakoLhXVqaEoKqpTRVE0VEUl6UwuGXmuSuf0+zeiixovYsz/AjpVDUnSv4y1Effwk05tQhMkRC9+qqdOnWL8+PGkpKQgyzIvvfQSQ4cOZfny5SQkJPDSSy+RmJjItddey+TJkzl+/DgWi4X6desStziNDwb9yaTPd/Lhhx/icDgICgri888/56mnnmLSpEnl60y+Z3ud21tW+rx27dqFLMs0aNAAV1oew1v0Z5vtCI/kD3klJCRw+vRpevcuOtV58eLF/PHHH5XuQwFyqJmoZ7uRfTKHvb/H4xvhg69NoaJZl2SjAbmOAb8yRJWwO1UaNg6k173tAGgTn8VvH+4k067itLlQ7Qp/vbsDgOFjmxHSKBBV0dBUjeAmQcjG4mdbXcjfi49w6mBGBc/m340uaryIIV/dOzUN7wXm16lJCJo+/FTr8LJPjSzLTJ06lY4dO5KcnEyXLl04cuQIDsd5J9m+ffsyceJEj99Kjx498PHx4bmnn+LrXX/y903xLDrTnR8zQ1iwaDGpqam0atWKCRMmlCtCcJ07WpE27yApn+wiYGB9goY2qvB5xcTEsGfPHjIyMggw+bHh5A5ad2nn2b5kyRLGjh1bxLqwY8cOgoKCaNbMO8E0cxItxK07jYBAwoE0Es7ZID6Hf7alMGRsc/zCzYS3qlMuf5fSOLUpiYQdKYiyiCSLWF0aPhdEUA5pFERElC95CRYadI9k2X83cTrTwcARDWkyqGLB9xy5Lkw+lxY/OkXRRY0XMeT/L+t+NbUXffipFiJKCJcYftJUlYyp88lNaQiCE5PvaUBANKgYIowYGkVhaN4MMcifqOBAosLrgKoSFRVFWFgY6enp+Pm5M9tf7Ew7YMAAz3G69+rNstQ08ppNQD7wCpY9IpaFH5PTfjBhYWHlTnng0yaMiIc6kvLJLnJWncKnTR2MMWWb3j148GB2796N1WqlXr16LFmyhGeffZbevXsjSxJN1Chua3stOetOgSiwcPZ8PvnqsyLtLF68mJtvvrlc/S6NTbMPcDTB4llvFuNHTo6Ds9lOfl/sTrvQrWsE3e8p2zDUJY/3XRxpFieS4PY7FoDwZkGF6oiSiF2Dr5/fhCTAkBub0mJo6fmkSiPP6sRUxbFwaiu6qPEiF1pqdGonepyaWohQBlFjs7sFDSBKLkSDBoKGapfIORKMdkSGP+Mv2svJ3uSD2JOykD7bQxI7EQSVr7f9xPWdOxcrUGbPns2tt96Kz7hxjGjZicX33E7Tex4l1wmz7rsRV9Jp5Oh6RfYrDWO9AKKe6kryu9tJnbWf6BfKNr17xYoVRcp69erFQw89hKqqJD2/AZKdZP3mPu8fRkwlWCxqmXj77bfL1d9LkZ1pJzrYyKhXeoKiuWPyCODIdmBNyWPhBzvZtj2FPf+sQhQEJFFAFECWBPre3Jz6vcrneG3Jc9G6RTBXPdG5xDoDnuiM661tZGTYuWp8S+p2qliC3wJy0mzENA+uVBv/VnRR40U8PjW6qKm1CIXSfurUCkQJ4RL2N8HoHm4I6XYOvzE3FtqmKQrKyWM4j8ej5bnQFBUUlbSsbJ6YN4VPHnwA/6a54FLQFIVl89bzfP+HcaxeivHqmzztfPTRR6iq6nGo/cduwq/zcE4teYSTi95i5IffMdhvFabIkUiDHsHQvvBsm9LI+OlYfmfLvEupiKJI1LPdcGXaEVSN7FWnsB/LrLK4KnuXHWfdr/GFygRZRDKfF4bmYDPmYDPDbmhCanw2ilPNd8bVUFwqR+Jz2PJDHCe3pyAbRWSjhGxyv3yCjDQeUJ/EM4mMHz+e5KRkZEnmhedfwK5E8ujn98Ic9xDlhcEF33//fWbMmIHBYKBp06bMnj2bwEB3pPS//vqLJ598EkVRaNu2LYsWLSrTuWqaRk66Df86uhNDRdBFjReRL3AU1qmduIefdJ+a2oSGgHCpu73k/uQ1V1HfG0GSkJvEIjc5n9DRbrdzx5AhPP/WmwweP95TnpCQwNn/5dGrXiDpfypEdMpADA5h2bJlzJkzh7Vr13rqzp8/n+HDh2Ns3pHmLy6i2boh7PVpQK/s1Ujf/4zjl65oPf6DccBohBJC/RdQENbf1Cz40hekjMjBZuRg943X/uVewB3xtyqIaRMK+aKmcZQvTbtGIJQwEtdsWCOK897Je2kTqRk2Mg+mo2juTA8XfurC0jhUJZN+4bcR1bIZ2bnpPPjAA7x8y2weHvwuPgYJWRZ4ZdHDxFhiUVwqXbp04T//+Q8+Pj48//zzvPfee7z22mtkZGTw+OOP89dff1G3bl1SUlLKfK72XBdOm0JgHZ8y76NzHl3UeBFjfgwCxxWcqVundPTZT7UP9+yn0kWN2/nVBa5LP7BomsakSZMYOHAg4y8QNABLFi9mzKCrMASp5GVFY/15OUfaNGfy5MmsXLkSf//zoqB+/fqsWrWKsWPHkp6ezoEjR4n9dj5icCCOv+Yh/PMFxr/vwrX+FVyt7sI48h5Ev+L9ZcxNg8nbdQ7bkaqZUSMYRDSnWmWppkKbBDPxv935+Z0dJJzNpWvDgHL7F436X9E4PYpDwZ5lZ9M3+1EUDTR/mmsxuJwqzXt2YcaKUHLtOYSYfQmLMJN87ixns85glpqTGZdZyB+qW7du/PLLL+Sey+Xrz7+hR4P+rJ5yGFE8gigKSNJhJEnEx0+mRZ9oGl9dn8O/HOf0/jQC65gxmCQMJplcu1s4B+iWmgqhixovUhBYyaVbamotEhpVH6ZN53KiCeIlh58ABJxoZfjf3rBhA4sWLaJ9+/b8+OOPAMydO5d27dqx8PPPebn3U9izowlochq/UUN5Zuw4srOzufbaawHo06cPn376KQ899BATJ06kbdu2aJrGK6+8Qni4O9GjccTdMPwuHNtWoK39GNP+V1EPfIjz+vkYOvUt0qeM74+BBlquqxxXpmw4zljcKQQEEH2rLgKuf11/6jUKZP/BDGQf7zjRSkYJ33DfIoHzwD1ryyfUSJv69TmbYefc2TxW7P6Trk37IQoiOcm51Ik9P4l89uzZjL1hLDNf2syvGzaiaSqb9z+GS3Eyrv+ddG7cG1VROXM2j2OLjhL5ezxns/N/TU7kFO4XEBikRxOuCLqo8SIFPjUO3aem1qKnSaiFCOKlh58AQXChKZeu17dvX1S1qEiyb9nEDzfNBCDqvz0Qze6bVnEOuQABAQF8//33pXUIY/ch0H0IrhOH0OaOQ1v+GnT6s0hVU7Ng7EcyQIAz72yj7tNl98e5FJZNZwAwtypDkJdKkBGXyf6DGbRqHkSoF4fRiiM9PZ0JEybw1Vdf0a5he3Z9dxRbnosdP67jriEP0TTGj7CW5wXNRx99hN1ix7Y1GtBQNQWn7zl2bN9MWloaffr04fFP7yYkJARVVTn443H2rk/CVxbIdWn07lOX9rfF4sxzYdmajOXPeMx6hu4KoYsaL6L71NR+BE2f/VTbsKsSwYKLLd9NRVNcoDrRFAVBU9BUF4Ik03bUI4A7909pqKpK3t5UTI2DkS/K25P1+wmgPr51jiOa+3n1HOTGLbE1GYPx6Ceo1lxEP99C28Pvakvmr3FY/k5CSbdh3Z6MX9corxzbdc6dIduVlodqcyGWkn26Mqz9ej9GSfAEvasq7HY7o0eP9kxfB+j3SCcSEhKwfJrJkzPuKxSLp8Af6qe5y/h52iHatQohu2EPAMxmMzExMbRp04Zjx47RrVs3RFGkzY3NaHNjUc8fyd+IQwCjnwFB1B+eKoIuarxIgU+NPvup9iKCnqW7lvGPI5qbxVx67P1vyXU2NSGKICjmfzvrr5PY4zLRnCqq1YmSaUc0OgjuaUeQOf/CCkBuWhOCUs8hhYV79Tzk9oMQj72PY99mjD0G/j975x0fRbX+4WfKlvTeA4ReEpqIdEHpKCooNlC49nat/BRsV70iePUqYsECV1FEBVTsjSZSRXrvIRDS+26ybWZ+f2yyEJMQQnYDJPP4WXd35sw5Z5bNznfe85Yq+w2xJ/11VJt3lqEUixPHkWIAXFmlqKVOn4iaQ78dJT3fzsDBiZh8WOTxtP5Q1SQX3LRpk8cfKjExnhaxRzm4v5CR/xjJk88+yRNPPEFxcTF79uyhZcuWZzQH1eL0OHbr1B1d1HgRg26pafS489ToqqYx8YdxINMLB/K/y+10X/dPAP6MuZFLsj5nF61x+kcT264nwu/7qvjUuApslCxLq9Kn6jCSv+rvF193qQKDKQtB8k5iuEpj2mwACIHB1e5XSk96g1n/yiKof93y3VQaS1Ep+uYQ1o2Z7g2yQMwjPZDDvR+xk7s3n5VLDhMZINPpWu9kJa6J0/lDLVy4kFmzZlVqXyFaKvyhLurYg4tDxlP0h0r//v1JSUlBkiT+/e9/ExkZeUZzUKy6qKkPdRI1s2fPZvbs2aSmpgKQnJzMs88+y8iRIwE4dOgQkydPZvXq1djtdkaMGMGbb75JTExMjX0qisJzzz3H/PnzyczMJD4+nkmTJvH00097FLGmafzrX//igw8+oLCwkH79+jF79mzatm17lqftGwy6pabRI+p5ahodIqAgIsonLySXZH0OgDbkOdp2G4RLUdhb+DuTX32DvNenIUkS69ev55Mn3uT1r99HDDNy63XjuS3uSsyZ/+POX35kn80PxeWi3yW9mPWvFxE0ATkyEDHUu0tPFWh56QBIsdWn5g/sGYsrtwz7/gJcmaW4Cm2ekOy6oNpcnHhunfuNLBD5j2TMrcPOet6nI2d3Ht++tR2DJDDq0eoTFnqTmvyhADZs2FBl29KlSyk4XMj+pceIah1CXPdoNs3fw/bdBfzjrtt58skn6zwH1epECtSdhM+WOn1DEhMTmTFjBps2beKvv/7i8ssv5+qrr2bXrl1YrVaGDRuGIAgsX76cNWvW4HA4GD16dI1fEnBnm5w9ezZvvfUWe/bs4eWXX+Y///kPb775pqfNf/7zH2bNmsW7777Lhg0bCAgIYPjw4djK70zOFyosNXqZhMaLIJyJS6nOhYQAoIFoqHqBT1l6CwGvNiPk9SQe/n4mD198H0tvmsvnV73KoanLmb5wFkvue5dN93Rn5ZdvkLv/OkIMH/PWxFFs27mTHXv2kF9Wyo/b/8LYJhExNNR3J1JxMyVXf68qmmXCx7QlfHxHAE8m4DNFdarkfrwLy5+Znm3+F8X4TtDsKhc0ssCYqRcT5KMcOPXBVmjji1c289fmHH5adJD/PbmWA/sL0YDv5+w6qz715af6USdLzejRoyu9nzZtGrNnz2b9+vWkp6eTmprKli1bPBkV582bR1hYGMuXL2fIkCHV9rl27VquvvpqrrjiCgCSkpL47LPP+PPPPwG3lWbmzJk8/fTTXH311QB8/PHHxMTEsGTJEm688ca6nbEP8YR065aaRouIpkc/NTIEwb2k2LbnMP7MeQ7N5UQTJUTJgCDJCKLEkWOZZInzadasI6rVRQj+bClMpU1EC1qob+BfvJpBiXa+22Mhub+JYD+3QFIUBbvdXqXIY204D+xAMJiQk9pV3qFp7glXvHW5ECpEjFiegE85fXFOU2IQYrCRsu055FgcRN3Vpdb5uAptZM7YCIBtd75nu+Qj/5YTf2Xx4/92YZJFrplyMUHx55+g2b3kIMe25aJocPFFUbTsF0/mjlyyjxSTeqyEIL+z8+5QLA6kQF3UnC1n7VOjKAqLFi3CarXSp08fDh06hCAImEwnw9DMZjOiKLJ69eoaRU3fvn15//332b9/P+3atWPbtm2sXr2a1157DYAjR46QmZlZ6fiQkBB69erFunXrahQ1drsdu93ueV9cXHy2p3rGGPSQ7kbPGeSevSBJSkoiODgYURQJCwtjxYoVTJo0iVWrVnluUr788ktat27NI488wooVKwAoKioiJCSErVu3nsPZV0/B4XT2/LgUJBFREhE099+nUC5KBU1AVRQ2Z0KJGIjZL4BLrn2k2r6OL1lCvvFnJv74HH6SlSu7DubWAddy4LdjZDlF4jSNnw666BpTbvx22bnuuutYsWIFw4cP56qrrjrjeTteHomxbC0ACuGAgoATATugomFGE/zRMCJrGagEoJqaI7ncUUjaaSzjFQRd1oyibw5hP1xUa9vc+bux7crzvDe1CyOwVyxSiAljYhCODCvFv6QSOroVcj2z4Lpyy1g+ZycHUt15WwaMa4tf1PmZWXfNr8dwqBphfhK97nJHZEUn1y+sXVM0VIvTZ+UmmgJ1FjU7duygT58+2Gw2AgMD+frrr+nUqRNRUVEEBATwxBNP8NJLL6FpGlOmTEFRFDIyMmrsb8qUKRQXF9OhQwckSUJRFKZNm8b48eMByMx0mzr/7pcTExPj2Vcd06dP5/nnn6/r6dUL3VG48aNVrFU0QtauXVspoy3ArFmzPE6QFbz++uue108//TRyDcsdDUlxejZZ2/aiuXPAIQgiq7/8hDxrOrJgQCv/D007+Rq3wDna8p5a+3e5XFiO7eLa5xbwzMNDGTFiBAPGD2PW7Le4/sUXMckd6TK4E6LBgKYtgrAkFi+ehcPhYOLEiSxbtoyhQ4fWOo5alO8RNPbAwWjh7UGQ0AQjiGY0TUBwlYFiRVCsuOxWMIegFeciSHZcfpdgCqvdITWgZyxF3xwCQFO1GsOH1VIXtp15iIEGggY2w9Q6BGN8ILbDRZSsTsd+uAi12AGAJdJM6JWtax37VDSXij21CNveAmx783HmlHKi5GRk1tJP91FS4uTiUUl16rchSOkWyebNOXTrV7cCmadDtTjcS6E+jPBq7NT516h9+/Zs3bqVoqIiFi9ezMSJE/n999/p1KkTixYt4t5772XWrFmIoshNN93ERTVUo61g4cKFfPrppyxYsIDk5GS2bt3Kww8/THx8PBMnTjzrE5s6dSqPPvqo531xcTHNmjU76/7OBEEQMAiC7ijciBEQGqumOSsWLVrkiRJpaFRVJXvrPhxlNn5+fyYltrwqbfwNIdzzyXx3oR9RqHTx1sr/TvNmrePTjAKmv/cnT9x5cbW/VwkJCZhi2zC/QGD9v1fiCujIczO/osulN3LRdf9l4sBWLF82j7CQYIS8LzDtnQaf/IFRVRgTdpxvZtzJ0NYfQatBpz0nx2fPYQYUgjFNPk3ivXoiyiIB/eKxrjlB6easGnPWVPhDmlqFoJTYyf98L65cmydfj2AUMSQE4ky3IEhn7qJpO1hI7pwdVbZH3tqJW9uEIRhF8tItfPHiRuxlLgqzSgmN8a+mp3PHJbcnk3FkHauXHSM6OZxILyQfVMoFoq+W9ZoCdRY1RqORNm3cYXU9evRg48aNvPHGG7z33nsMGzaMQ4cOkZubiyzLhIaGEhsbS6tWrWrs7//+7/+YMmWKZxmpc+fOHD16lOnTpzNx4kRiY91/bFlZWcTFxXmOy8rKolu3bjX2azKZKi2FNRQGUdAtNY0ZgUa5ACUIAgMHDkQURR5++GGPpXTy5Mk89dRTjBo1ihdffBHplMKJW7duxWQy0bFjx3My5/R121k462nPe7McyE0vvopbdWoIkkRgZITbn0Wuaomo8HMZelE8n/5QwHtHctDe+4tHJnbD72/p/nv27Em0UEYrlw0kf/bt30zLHleQlpvNLskfft7M2q++4PeVK8n/70YK/HNpbQpC0QS+37WHS8LL4Ku74YGNYK4acu1Y9R388QoGpzuCiXvXe+1zqglH+dKTZc2JWhPxlW3Pdb8QBeQoP/w6hBPQJw451Iz1rywKFu9HCj3z39uaalCZ2oYhGt3fMU0FURLY+lsae9dmcPt/fRM1djaoisqJzdn4BRpwFtj5/aM9XPty1fIUdUUXNfWn3nZjVVUr+a4Annj85cuXk52dfdr15NLS0ip3RpIkee4QWrZsSWxsLMuWLfOImOLiYjZs2MC9995b3+l7HYMg6D41jZrGKGlg9erVJCQkkJGRwZAhQ+jcuTPTp08nNjYWu93OxIkTeffdd7n//vs9xyxcuJAbbrjhnM05OCEaUZBQtQrHWI3wlnXPvTJoQBKrWoRx6Turef9oDny8lSfvuaRSG1mWeeft13j88cfRNI0JVw7jtdeeYdy4cRT+/idfCBJffDyb8IgIDigTGf/5E5QJx9E0jUGDhnPPUAm2fARZu6BF1cKK6r7fMTr24gwfiTO6I+aYhLP4ROqGUuT+3RaDar6AyoFGzO3DEPxlAi6Jw9wyxLPPmVNK1ttbcB6zgADmzmeWhwUgdFRLQke1dPfx300AxDxykUfQAEQ1D+KuNwaybfkxNnxzuK6n53VUVSVjcw57Vx7naGoxZS4Nswit4/3pPLyFV8ZQSuwgCoj+uqPw2VInUTN16lRGjhxJ8+bNKSkpYcGCBaxcuZJffvkFgA8//JCOHTsSFRXFunXreOihh3jkkUdo3769p4/BgwczZswYHnjgAcAdUTVt2jSaN29OcnIyW7Zs4bXXXuO2224D3HdTDz/8MC+++CJt27alZcuWPPPMM8THx3PNNdd46WPwHgZBwHkGjnqNiTFjxrBy5UoGDx7M4sWLAfjss888vlUpKSnMmzcPk8nEsmXLmDx5MqqqEhMTw+eff054eDi5ubmMGzeO48eP07lzZxYsWIDZfP5VqXUn32t8JCS4L6JxcXGMGjWKzZs3M2nSJMDt8H/rrbeyaNGiSscsXLiQn3/+uaGn6kGQJcbe9yx/frmI/IJ0yhwltR9UA0EhJiIEgWhZZtLoDtW2GTlypCcnVwWLFi1i8mur2ZZvZfjw4QD4G/1Y9t63BPU7RZgUHnOLmryD1YoaZD80wYzpoXlnfQ51xZwcSenGzGqzJJ9K5D8qJwq0HSyg6PsjODPdGZKNLYIJv74d8lnkVhFNJ0UMmjvxnDPdgmCSEE0SgllGsSuoioamaXWOIqsvqqqSuSWHfSuPk3qkmFKXhkmE5nEBtO0TS4tLEysJsfqiFDuQgvQSCfWhTqImOzubW2+9lYyMDEJCQujSpQu//PKLxwFu3759TJ06lfz8fJKSknjqqad45JHK0QQVy1MVvPnmmzzzzDPcd999ZGdnEx8fz913382zzz7rafP4449jtVq56667KCwspH///vz888/n5UXPKDY9S81DDz3Ebbfdxrx57h9kTdN47LHH2LFjBxEREdx444189dVX3HTTTTz88MMsXryY9u3bM2XKFN577z2mTp3KjBkzuPbaa3nggQeYPHkyc+bM8Qjf84kG/k1tEKxWK6qqEhQUhMViYfny5Vx//fVkZGQQFxeHqqp8++23JCcne47ZtGkTISEhnqXoc8FH/3cfTrXc2iBI9Og1upYjaubbXw+Sp2l8c/slxCdUn5G3OrKyLNhdKjmuU8KoBeFkjajU1bDwVigt9/f59gGc378KiCCIaCNfA5cdMWcTEkXwXAhOsQXy5LUI/r4NYzYlBVO6MRP7gUJUl4oo1+wTo6oq1rUnKFl5HNXizkxsTAomdEwbjDEBZzW+6lDIX7QfRAi9ug2G2AAKvj6AdcPJAJAyVWNriYuYZg0X0q1pGtnbc9m3/BhHDhdjcaoYBWgeH0Db3rG0GJiI5EUhU4myPCSp9og0nZqpk6iZO3fuaffPmDGDGTNmnLZNRTbiCoKCgpg5cyYzZ86s8RhBEHjhhRd44YUXznSq5wy3paZpiZpBgwaxcuXKSts0TaO0tJTQ0FCsVqvHH0oQBEpK3HfUFVFvAN9++y0bN7rzYEyYMIEnnnji/BQ1CI2uTEJWVhZjxowB3Kka7rzzTnr27Mnll19Obm4uqqrSu3dvHnzwQc8xCxcu5Prrrz9XUwYgLrotaZk76Zw8mCFPP1SvbLPZhWWECwKJSaE1tikutuFyqoRHnHRYffbDTfxSaMEP94VfFEUixckYl+2GZVV/Bxz+vdACWiEWbMfg2gXfV12al9RcNKfDJ98yVVU58eSaOh1Tsv4ExT+lotkVkAT8u0cTOrolon/9/D5KlqdhP1AIQPEvqRQvTUMtcWDuEE7IyCQchXZ+e2MrDg1atwzm4G9Hkc0ysp+M0c/97B/hh18dfHlOR+6uPPYuS+PIwSKKHSoGAZrF+dOvdywtByYimXwT5aecOIrzj0WIh34gxLEZp9QaGOaTsZoC5z4Ws5HRFC01f0cQBN566y1SUlIwm80MHjyYQYMGAe5SGyNGjMBoNNK6dWtP5uiKfCfgXgpJT08/V9M/LY1x+alVq1Zs27atyvbly5fXeMzLL7/syymdEePemMFrN4wmNCa23unzC0qdhIinv/t+fs5ffJldxAsXteDW691LMmZZpKUk8+l9fTxzkDlRreeVqvlhfPxXwJ1LxrlvK5RZwD8ErbQUwWTEkNyjbmne68ipn5NfN3dBTUOUX7VWmtLtORR+e8htmZEFgi5vRtCQ5l4rVRDYLwE5yh/V5kJzquBSQRIJ7BWL6G/gwLpMSstX8teuOlFtHwIw6cU++EeeXS6bgoMF7Ps1jcP7CimwK0gCJEb70atXLK0ub4bso4rjrtT9uNYsREz9CYNjFyZEnH490ORgZKPvc6o1ZnRR42WMotDkyyQ4nU7ef/99duzYQUJCAhMmTGD+/PlMmDCB119/nd9++43u3bvz+OOPM336dJ5++unaOz1PEIRaXRB0GhBRkFGU+lecNssiZdrpfeEOF5UB8Ozmo3y9MwOHppHudOEnCpWWrJzt/4nrxEYERxZG++ZT5lrmeS2IIoaOF9V73vVC0YgYXzlyTXWqlKxIw7ohA9XqAlEgoHccIVe2Ou3y1NkgBRkJ6FFzXcD2V7bEP9SIqkJQtB/GAAPOMhfOUheuMhepm7LYvrfQE5p/phQfLWLvL2kc3pNPXpmCCMRHmenWM5E2Q5pj9JGTrnP/dpS1i5CO/YxB2Y+kGXAE9MKRPB3DgGsxRkTDD4/Bsao1pnTOHF3UeBmDIDa55ae/s3XrVmRZpnlzd2G9sWPHejKr7tmzh+7duwMwbtw4/vWvfwHuLNEV1pr09HTi472X0MqbiDQ+S82FjCRIKE5HvfuRRZFMVcVW6sRcw0VNKb94hgoC8UEmjJJIF0mkS/PQSu3MNz3meW3/6WOkP2egGqNR4/pzPngBBvaPx7L6BOopVbsBipenUfzrUfcbg4h/zxhCr2xd2Zm3AZFkkaRBNecWK0i3wN5CFjy7HpMsEhZm4opne1VvdcopZe/3Rzi0M49sqwsBiAs3cWm/eNoNa47JBxl8NU3DtWcLyrrPkdJ/waCmImkmnEH9sXe8H8OAqzEF/61uVlkB+PmmllZTQRc1Xsa9/NS0op/+TkJCAtu3b6egoICwsDCWLVtGx44dCQsLIycnhyNHjtCyZUuWLVvmiYy78sor+eSTT3jggQeYP39+lTpj5wsCoDVGb+ELFEk04LTXX9RUrKh0eOFXfrylJx06RiH+LQLlnr6tuG/lPib3aM6E61Kq6aUqppG3wshb6z0/bxI8oiWW1Sc8RRNdhTaKfjpC2TZ3AEfY9e3w7x7d4JFGdaXdyBaoioq10MGBvfmkZZfx8wsbGPFcL88SWdauXDZ9dYjUdCsaEBNipN+gBNoNb4F/mPclpqZpOHdvQV33BfKJHzGoaUiaP86QgdhTnsDY/ypMp3MA10VNvdFFjZcxNkFH4SFDhrBt2zasViuJiYksWrSIKVOm0LdvX2RZJiUlhbvvvtud6+Oddxg9ejSSJJGQkOCJmJo6dSrXXXcdM2fOJCUlhX//+9/n+KyqR0K31JwvqKqKS3VQWlRY774ev/NiMl9bw5LcYkZ9stGzPUEUcWoQKAq4yv/hYyPOLtrnfEGURRDBtq+AjFc3ouTa3NuDDARemkjARTUvCZ1PmEPMdCtfPuuaVcovr23mSHYZHz+0im794zi8NYeMAgd+kkD3zhGkXNPaJ5W+NU3DuWsr6vovkE78hFFNRcUfZ8gglC7PYux3JSbzGfr8lBVAiG8z3zd2dFHjZQxN0FF46dKlVbb16dOnUqK2Cq677jquu+66KtujoqL4/ffffTI/b+L2qTm/72CbCrsW/4xTtWMpysNZZsfgd/ZLCKIoMnPyAAb/tJ/DmRYOltgIEAVMCBhlAYtdQZQEYoPM9O9d9wR/5xtBlzenZGkaikPB1CqEkFEtMSYGnetpnTWBMf6MndGPQ78eZc33qaxZkU6wUaT/pfEkj22NbPaun4xbyGxDWf8FcvqPGLUKITMQR9enMPQdfeZC5lRsRWAOqb2dTo3oosbL6I7CjRsRUM9zs/yFSmlOAcf+3E6rQb0wBNS+NJB4cVf4Eo7n7OXDe+7ijg8/rHdkzuiR7ep1/IVCyJAWBF3ezGuRTOcDgiDQZngS8RdFk7M7n2b94xHrUI+qNjRNw7lzK8qGRcjpP2HUDqPihzN0EI4uT2LoNxqTqZ71qWzFYDrzPEk6VdFFjZcxCAIWpWn71DRmRATdp8ZHbP70azas+wrDfBOtWl5EyvBhNB/Qo8YLb1irBMbc9TQ7fvmZg0f/YtV/32fQ/9VecVvHTWMSNKfiH+VPi4HeKX6pKSrO7RtR/1yMlPlruUXGD2foQBxdn8DQ5ypMZi8V2lRc7iSNgVHe6a+JoosaL2MSRfK0+oeY6pyf6NFPJ3FabSx9eRYOW2ml7X9ffS0qyETVVEBAUxVUTUXT3M+qqqJpKioqLsWOnxxE++S+7N+9nn3vrCNwbhjtO/ej89hRRLRuXmUOrQb3ptXg3qx85V02/fU9UYtbknzdcB+etU5jR1NUnFtWo278Ejn7V4zaCVQCcIYNci8t9bmy/haZ6ijNAzQIvDB8ms5XdFHjZZpiRuGmhCjQ6DIKny3ZOw+we98qwvxjMRhq9mcRBAmX00ZcfFsESUIURURJLn+WPA9Bkojr1IG2w/tzmes+jizbwM6lv7Ft069s+ut7okOT6NhnEMnXDMMvtLKJ/tLH7iLvsTSWLn6XsJbNiO/Rydenr9OI0BQF58YVqJu+Qs5ZipEsFIJxRVyG2u1aDL1HYDrNd9wrWLLczwHRvh2nkaOLGi+jZxRu3DRVn5rS7Hz2/fI7Rn9//EKCMYeFUJLlDgEeds9DJPbq7NXxRFmi9fC+tB7eF3uxhd1LlrJn7Up+/+kjVv88n+aJnUkZPITWQ/ohGdwC6crnn+LThx/i25nTGP+fmQTF6WZ8ndOjZB3Hueh5DLlLMZKPQjiuqMGoF43F0HMoJrkBq2Vbs93P+vJTvdBFjZcxCLqjcGNGpGnmqfn11Tc4dHRTtftkg29/RkzBgXS/9Rq633oNhYeOs2PJz+zbvobvPnoFv0/fpV2nPnQdcyVRHVtxzdP/YsHTj/HT9Fe5fta5L+Wgc37j+us3zLkLAbD3fhPj0PGYpHOTbBBLuajRLTX1Qhc1XsagRz81atzLT02LorSMSoLmqtunYPT3x1ZYjKZpRHdr32BzCW2dyIDH7qCfehvH12xjx08/s3vHKrZtc9dUMkp+JDXvyv4j6/n03ocYP/uNBpubzvmPpqpoDifO7X+i7VuNcHzlyX35JxDOlaABKMkEUwgYzoe80xcuuqjxMiZRxKkvPzVahCYY/ST8rdDjt3Nn0KHTAIb+34MY/c+ukGB9EUWR5gO603xAdxyWMvZ8s5Sl376HQylj/5H1AOQXnp9FUXUaFrWoAMdvHyOkrUUu3oREDiZA02Rcpk7YEm5DaNUX08Ax53aiufshss25nUMjQBc1XkZ3FG7ciELT86kJToxm/JRX+OHNVzHJ/pj8/TmwZx3p9+yi+6VXktClEwGRESh2B067HZfNgeJw4HI4cNkdKHYHgTGRNOvXzSfzMwb60XX8aLqOH42qKBz6bS07fvsF/6BQn4ync2Hh+P4dzAf+A4A9/Cpc0Z2Q2vdGSu6NwehHA3rNnJ7s3RDb5VzP4oJHFzVeRq/91Lhxh3Q3LVEDENu9I7f/b67nfcbmvfz+vzms+u1j+K324yVB5uF+S3w3wXJESaLtiAG0HTHA52PpXBgYxz5G6UdW/DI/QCrYiNbzBuTul53raVVG0yBnH3S54VzP5IJHFzVepinWfmpKNJXke4semkJRUTagER6ewNjXXqy0P+6iDnRLv4K8z49hc1lr7U/RXKiq2mgTvumcv4h+ZvzvfQnH3pvgy39i/GU8jtwZGEffe66ndpLSPHDZILRqLiaduqGLGi9jEAXdp6YR01SWn9Kz9hIRnIAoShxN315tm6x9+3EqdrqkDEEQBUBwV3YWyp8RcL8VCImL95mgOXbsGLfccgvZ2dnIsswzzzzDuHHjGDBgACUlJe7zSU9n/PjxzJw5k//+97/MmTMHg8FA69atmTdvHsHBwXz66ae88sorACiKwu7du8nJySE8PNwn8z6XjBkzhpUrVzJ48GAWL14MwKBBg8jMzMRsdjuqrlu3Dj+/c+Mz5QuMHTqjPbEc50s9YPt81IE3IgafJxWxi0+4n4Pjz+08GgG6qPEyRlHArmpomlb+w67TmJCaSPI9g2SmWZsUgmNiyfxxLi6bHdlcOfmYIElIooGhzzx8biZZjizLzJw5k27dupGZmUmPHj0YNWoUf/zxh6dN//79ueaaawDo0aMH9913H35+fjz55JO8+uqrvPDCC4wfP57x48cD7iKtL774YqMUNAAPPfQQt912G/Pmzau0ffHixaSkpJyjWfkeQRbRBjyLvPJe1JmXUib2QPQ3IvgZEJpdjPHycQj+3q/kXSseUZPQ8GM3MnRR42UMgoAGKBrIjf/a1+RoKstPRtmMzWohKsCdDv6n515B01RcTgculxOXy0FJSS7aOfIfs1ktrJz3AfZSK4rLhaoo7P/mCxRFQVacfDb9OXoOvAxRlnHIJo4cOcKll14KuC0SFfTs2ZPvv/++Sv8LFy7khhsar3/DoEGDWLly5bmexjlBaNYOl393jGVrkdU0nIXNEUoU5Kz5aH89jj3iCkz//KhhJ1WcDoIEAXrivfqiixovI5df8FyahtwE7uibGqLQNESNyeiHvayUmJR2hP0YS052KrJkQJIMyLIRo9GPmNhWRDVv5dN5OO02ju7YhiiKBISGEdPKHfKavncXu35fRosu3ZGNJgwmM6IkcfhEBk67neJD+1h+eD+qorA+LZNrr7222uWvefPmcdNNN1Xa5nK5+Pbbb3nxxRertG/s3HzzzUiSxC233MKjjz56rqfjdRxrfsT4m/vfWyUQVQyDmz9FCAzBmZ+D68tnMOatqPc4paWldOzYkXHjxvHqq6/y2Wef8dJLL6FpGikpKcybNw+TyXRyidSSRXpmMeMLHmPmzJn1Hr8po4saL1MhahTdr6ZRIgpNI6Ow0eSP3VZKZIeW3Pa/OWd8XGlOAbn7jqCpmjvRmaKgqhqSLNGs30VIxrr95Bz8cx0/vvVfz/s73pxLSHQMhZmZyAYj1z75gmeZNz8/n8cHDGDxDz/Rt29fANZ/+Tlv3/dPPnm1ahK+N954A1VVq1hkli9fTufOnYmOblqZXT/99FMSEhIoKiriqquuon379lxxxRXnelpeRT2wDgDbRa9C7mHMae/AAneknKjJICWiUf/lp2nTptG7d28ANE3jscceY8eOHURERHDjjTfy1VdfcdNNN51cIl1yH/3/b4FniVTn7NFFjZc51VKj0/hoMpYakz9WS2Gdj1vyrxfIyDtQ7b4Ref+stYJ2Tloq3/53GkPvfIC842kc2erOZHzlw1P4fuYMLPl5hETHoLicyEajR9DY7XauueYapkyZ4hE0AOkZGRRaSyttA/juu+/4+OOP+f3336vM4YsvvmjUS081kZDg9ucICQnh+uuvZ+PGjY1O1GAvxkU05qvuRHM6ce65Gs1ajFZWDLt+wJT3FU65Y72GOHDgAHv37mX06NHs3LkTcAub0tJSQkNDsVqtxMXFVTomPfUgR/IcniVSnbNHFzVe5qSoOccT0fEJTSVPjckvgPz8E3U+zuW00ywmmUv/MQlBkhAkEUEQ+OT5h7EWFJ722DJLCR//3wMALPr3U0iyTFh8IsmDhhCd1BKAz//1OOaAQGxWC+C+WABMmjSJyy+/nFtuuaVSn998/wPdkhIrOe1v2rSJyZMns2zZMgIDK9+VO51OfvjhB08UVFPB5XJRWFhIZGQkDoeDn376iYkTJ57raXkV+3dzMGT8gCugEzIgGAwYuvT27NcGjcX2VTeEepYpmDx5Mq+88gpr164F3NF/b731FikpKZjNZgYPHlzJrwtg0R97uXZAJz3lgRfQRY2Xkcp/O3VLTeNEFES0JvDDY/IPwOG0ndWxZr8AYrtXvtuVRSOO0tPnsynJzQGg+4jRpFw2lMhmLRDLa/FoqsqAmyfhtNuw5OdxYt8eYlu3RRAEVq9ezRdffEGXLl1YsmQJAJ988gmdO3dm7Y7d3HlNZWvDE088QXFxMVdeeSUA/fr14+233wbcUU/du3dvtFFPFQwZMoRt27ZhtVpJTEzkiy++4MEHH8TpdKIoCqNHj+a6664719P0KuKWN5HIwdV9QrX7BVHEfN1D9Rrjm2++oV27drRr184japxOJ++//z47duwgISGBCRMmMH/+fCZMODmPhX9l8srUa+s1to4bXdR4GX35qXFTIVpVTUNsxMtQ5oBAnMrZiZrqkCUjjrKy07bRVHckVfKgIUQ1T0I4RTwKosglV1d/ke3fvz+qWjUKqzg3h3v7X0RSQmVT/9KlS2ucw8iRIxk5cuRp59kYqO4z2LSp+irsjQVRycfe+mFMQ6732Rjr16/n888/Z9GiRVgsFpxOJ0FBQciyTPPm7sR6Y8eOZcWKFR5Rk7Z/F8cLXVWWSHXODl3UeBmDqIuaxozoETUnXzdGTEGBOFU7isuFJNf/Z8IgmXDYTi9qZJM7D878Ke675d5jb6DfDbfU2L4kPxeX3Y7idKK4XCguJ6IkExYXj8vhIG3nNgD6XHdzveevc2GjlpYiCcW4QuJqb1wPpk+fzvTp0wH46KOP2LlzJ3feeSdz5syhoKCAsLAwli1bRseOJy2Ziz55n3GdDAhBsT6dW1NBFzVeRvJEP53jiej4BFFwWw8UTUVGqqX1hYs5KAgAe34x/tF1W4o5dnwX8+/+J4Anw3CxLZfjqbv5+V+vIAgivSbdRGhS5eyp4fGJjH5kCjaLhd8+eIv1X31BUEQUgeERiKKIIEqIkkhIdCy/zXmb1K21WxYMJrMnDFyn6aJmHUMEhDDfiprqiI+P9ziwy7JMSkoKd999t2f/ws8XMGugDKZzkPSvEaKLGi9Tsfykl0ponHh8plQVk9SIRU2wW9Rs/+on/ENC3OHZmlblWZQkkscMxxQcAECXQSNI3bIJDQ2HrQyHowyb3e3Ua3NYOH50N0VlOYT+Gk+vuyrnhxEEgXa9+wMgGQz8/M7r/PbBWzXO0WD24+rHnsJgNiHJBiRZxuVwUJiVgcHshzkgkJDoGK9YmnQubNSc4wBo2xZjO77bXcpDlNAEEcEvBLF5MkJwOGJIOEJwGIIXvjOTJk3yvL7//vu5//77q2234ePn4ZepENet3mPq6KLG61Rc9PQ8NY0TURBAo1ofjsZEWMtEBETWrPis1rYGPz86X+/2Q+k2/irajxzIslfe4vCxzZ42AgJ3vvshpuAA3rzpOjYsX8TmVd9RUS8q5eLL6f/QbZ72yQMH02nAZdhKrSgOB6qqoqkqq+b/j/0b1gBw1zsfYg6oencb26ZdPc9ep7EhBEegEIwx90e03F9xxzAq7mdBgVOMfpomYr/4FUyj72iYyZXmQkhzaMQ+eg2JLmq8jO4o3Lg5KWoa979vRLsW3D/nc1Sn0x2aLYruJSDJfYcriALW7Dzef+Q21v/wBVuX/gCCW7zkFh1H0ZwYRBOXDLiGsObNCIiK8FhzLht7O7lHUlFVjcKcDI4c38Kezavoz0lRs/TFNyjMzQI0KP9b6jx0RKUffpN/QIN+JjoXLoYO3eC5YwBVEjKo+TkoqXvRLIVopUVIG15E2PEx2shJXrHY1IolCwL18gjeQhc1XsZQIWoa+UWvqVIR8aSoyjmeie8xBfmfdn9AdASdky+ntKQYt/gATVPxDwzF5BfA8GceRTYZqxyXMu5kdNH6dz7hyPEthIfHc2TFn6z69H+omka+JR0RidiI1pzI2w+AtMJAx7FDcDnsRLVoqReM1fEKYngUYvhJUWHf/R2m4p/hxQgAnFIb5Kf/8t33zZIDgTG+6bsJoosaLyPplppGjagvL3oQZYlhz9avPpDT4QAg9cR2Ut/dXmlfi4TO+AUGcyJvP6IgEd2iNR36DaRDv4H1GlNH53QY734fXmmOS4hD1jIwKAdRn4vB7jcA85QvvT+gJQviu3m/3yaKLmq8jJ5RuHFTEf3U2JefGoqLJ44jqlUrDH4mjIH+/PLeLKz2QgJMoRxJ3wq4l7SuuPUx2o3SU8jr+B4hIATtyTwkWcJ1IhXHlzPxL/gI/IJ9M6AlGwKaVp0xX6KLGi+jOwo3bjzLT0rjdhRuKPzCgulw1WWe94GfhhESHMW4WS+jqiqK3YkggGw2ncNZ6jQ1hPLCq3JiS9Qyd/0msfQw9tdvRug2DuNlY7w3WFkB+IV5r78mTuPP997AGPSQ7kbNyTxEuqjxCQJQ/qcjiiIGP5MuaHTOKVqb0Tj9LwbRH0PR72gbP/TyACqIjTc9REOjW2q8jB791LipsNSouqjxCZrnf1VxWEtxlJShulxoLgXFpaApCorThaaqiLJISItEDP4m3YlYx2uYrnsYeBgA50t90OQg73VeVgiKHQIivddnE0cXNV7m5J28LmoaI4In+kkXNb6gJimSuXUvC19+CqdqP6N+7vjPB4S0aPjssTqNG00TETSX9zosPOp+Dk3yXp9NnDqJmtmzZzN79mxSU1MBSE5O5tlnn/UUgDt06BCTJ09m9erV2O12RowYwZtvvklMTM3haklJSRw9erTK9vvuu89TOXfQoEH8/vvvlfbffffdvPvuu3WZfoMge6p0n9t5XEhsO1bImmMFlbZJgsB1KXFEBNW89FBS5mT5gVyciopL01A0DUXVUFRQ0OjXPIyOccF8ve0EewqsCAiIgvvCKQgCApS/FxAESAw0c123+BrHq5gXgKI7CvsETQCq0YurP/oYo+zH4GvuQpRkBElEkiUESUKUJNYtWkBmwWEA/AxBmEL0lPM63kf1b4Vk3eO9DgvKr31hLbzXZxOnTqImMTGRGTNm0LZtWzRNY968eVx99dVs2bKFpKQkhg0bRteuXVm+fDkAzzzzDKNHj2b9+vWIYvXuOxs3bkRRTub82LlzJ0OHDmXcuHGV2t1555288MILnvf+/qfPoXGu0Jef6s5jW1LZWY1FN+svB89eVnN22H//cYiPDTVXku6+sYCfrurG5IxMrEYBofyfRKupEmV+EZeVRJxWSInlxzb2jMLnCpu1hNDQyjdBJzbt5mjGdgYOn0jytcOrPS77wCEyVxwm2BzBnfPmNcRUdZoi4e2Qi352J4T0xhJn4VEwBIB/RP370gHqKGpGjx5d6f20adOYPXs269evJz09ndTUVLZs2UJwsDv0bd68eYSFhbF8+XKGDBlSbZ9RUZUzKc6YMYPWrVszcGDlXBT+/v7Exp7/VUxlvUp3nVHQ6FEi8NnQZM+2br/vwCKeXjgUuRTCnSqLu7fhodvH8+e61fS7dBAfzPuUm37fS/HB3QS2uBaby0nvwVez+uM3Kx2vqiqa5jYMLNqazqPFeST/tQdB1XjCFMLD/VtVGVPUHYV9SqE1i3Zd+lbatvbjjwk0htFt/NU1Hrdj3a8AyLLZp/PTadoI4bEIRxyoJUWIwaH177AgFcKS9BIJXuSsfWoURWHRokVYrVb69OnDoUOHEAQBk+nkXa7ZbEYURVavXl2jqDkVh8PB/PnzefTRR6s4+n366afMnz+f2NhYRo8ezTPPPHNaa43dbsduP7n+XlxcfBZnWXd0S03dkco9KYL9DJ5tBg1stVhD7JqGWYVO8cE89cRjlJTcxbx580gI80cTBXa/N53Y/3uJkg5tyHjkTnbs2EHnzp09x1dYDyVgTOc4LJtVShwu3rEXsc9RVv1c9Tw1PkVAZP3axWzf+JvHv8bqLGLQiElVshMXpWWw+7ullOTlUmzLIya0Jde9/FLDT1qn6ZC7H0ULQwzwUs6agqP60pOXqbOo2bFjB3369MFmsxEYGMjXX39Np06diIqKIiAggCeeeIKXXnoJTdOYMmUKiqKQkZFxRn0vWbKEwsLCStVNAW6++WZatGhBfHw827dv54knnmDfvn189dVXNfY1ffp0nn/++bqeXr2pWGRT9GveGSMBfy86YFDBIVb9EC/7dgsnDBoqUOIv0txdAJpBgwaxcuVKT7uS/Gw0RWFo6xS+lpzceP31fP/995VEzan4GWXu6u3+cfn4+804hOr/AfWMwr7l8mtuJ+dIavk792fsHxxKt/HXAKC4XHz56FOUlORSWJpV6Vg//2DMoV6MTNHR+RtizmZc5hRMkpeyoRQehdaDvdOXDnAWoqZ9+/Zs3bqVoqIiFi9ezMSJE/n999/p1KkTixYt4t5772XWrFmIoshNN93ERRddVKM/zd+ZO3cuI0eOJD6+srPmXXfd5XnduXNn4uLiGDx4MIcOHaJ169bV9jV16lQeffRkCvfi4mKaNWtW19OtM4IgIAtNK0/NgawS1h0rZFjbSGJD/Op8vEg1okYD+9+sIYqisidIoHuJQLLZhOQS6N8ypNo+nfk5lMVE87XZCUCmEIRf+pk5+MkaOGuIK3YvP2l6SLeP6HLjlafd7yq1cyxrl+d9z0uupvOYUTgspYS1TvD19HQaMfaln2NafTcAtshxCO0ux9BzOGLYSX8XsSwNJfr039EzRtOgME231HiZOosao9FImzZtAOjRowcbN27kjTfe4L333mPYsGEcOnSI3NxcZFkmNDSU2NhYWrWq6pvwd44ePcrSpUtPa32poFevXgAcPHiwRlFjMpkqLYU1JLIgNKk7+Qc3HGJLEDy+OY/QMvfFXqM8koWTaUc0oXw7gAAqAol2CECoVtSsMDi5/JstPNchkWK7izybW6BcERHCA/1annZOz3VKZIZs5FohAEkQiGoexubMMzsfAwKOGkSNJLolWGNeftI0DVVx54KxKQpOASTNHfGlaCqKqqKqKqqm4Sp/ragaquYWe4qqoSgqiqa6+1JVFM29331s+euKtp7INRVVc/srKadGs1UcW97mYLuLcKgugqzF9BQEwlrpYkan/giOUs9rc+4iyF0Ea8ElxKMEdEALbYdZy8YVffrfnjPGkgUum9unRsdr1DtPjaqqlXxXACIj3YmEli9fTnZ2NldddVWt/Xz44YdER0dzxRVX1Np269atAMTFnZ95KGRBaPRVulXVHUY9baVb0AD0tUuEiQb8EcrDpsvDp8vfi5wMpRYEWG4r5WCQ24rXtaRy/w/ERfFcbg67g0WuP5F+coem0SKkdmfQfl3aoVryeHJQWwBmzvy+igXwVD7ceIypljz3m0CBVFTuW7kBNK1ciGmoGmTZ7OAXyuFX/oNmKQZVBU1FUzX3nZeqep41TUPQVFA1NE0DVXNnD61oU/GoOFb723ZNQzh1P+7Xgmc/lJfGrrRN4JTX5eJa8PTnPubk9or27jbuf6+TOGSZu6e+RGp8/aycSkY6Ra88h1qQhyBKhL/1Mba1Kyld8D80TUNu2ZqQJ/6NYDRS9PJzOLdvRvAPACDkuVeRE04Z//KxnpfFhzLRK0LpeAPjqNtQegzH+f2bSCeWYVDc1eFl7QRaqRGpZA0IICZ19c6AFeHcobqlxpvUSdRMnTqVkSNH0rx5c0pKSliwYAErV67kl19+AdzCpGPHjkRFRbFu3ToeeughHnnkEdq3b+/pY/DgwYwZM4YHHnjAs01VVT788EMmTpyILFee0qFDh1iwYAGjRo0iIiKC7du388gjj3DppZfSpUuX+py7zxBVlU/2p7L4jzWomkZkdHR5lI37AqlSfp0qf62d8qjYfuq+U9v8vb3mviSdsr2a98KpxwseK0pF25NtKvb97bl8Pwjubac6cYsQYFdZ3KkV3ZuHAu5/T1Vx38kbjSedf/9Oqd3Fkp0ZOBSNPh0r1z659eJmjLXHsnx/LoF+BkJMMiFmmXB/A+EBtVvg4uPjkSSJ7du3k5yczOeff84HH3xQY/tiR9WEWr/Z3FanShd6wUBkSSGB+w8g5udC+echILhDxSs+G0FAqPisyl/j2X/Ka0EAUXQ/BAkEsXyb4H79t3ZCpX0iCCKCKKB59lVsd7/WBKF8v3RynySd3C+JCOX7hPIHooggiaiCiOuLL+m9Ywvjm0UgigIiApIguF8LJx+SAIIgIonl+3G3EQQRURB48vHnmPLow3S5uCeW4iICAwO56R8zWfLDT0RERPDsg/9k0P4/ueKaMTwbbGbEjOkMHj4cSRCQJRFJEJHEk/1nFtoZfPA4mxJrzoGlo1NXpJgEpNtnAOA6vBfh4xEIOBDv+h4hOgG1MA9DeFQtvZwhBanu59Dm3ulPB6ijqMnOzubWW28lIyODkJAQunTpwi+//MLQoUMB2LdvH1OnTiU/P5+kpCSeeuopHnnkkUp9VCxPncrSpUtJS0vjtttuqzKm0Whk6dKlzJw5E6vVSrNmzbj22mt5+umn63quDUbLnHTS/YMpDApDAAqVaiwWnLwrFqHKa/GUduIpxwrC39tolbf97fVJC4n7tVS+39NOcPchCsLfnnFfwMRTtp/aVoDsE3lkZKUx0JxAm97t2fHXfr767gs0FI8KaBHZkX88cEO1n5O/SebmHjVbAAJNBq7qfGbWuCFDhrBt2zasViuJiYksWrSIt956i5tuugmbzcYtt9xSo5MwwEP9WlL4rxfo3OYSxt4yosZ2B5cvZ/6GVSS/+CLNe11yRnO7kFnx6woGSQrXXNq39sY1sGvXLmJCQnjslvGebZqmYRBFusREER8fjwmNvp1T6NosgTB/f5qFh9EupubKxRFBQYzfm82fypllGNbRqQ3N5cLx/RxQXWD0g30/YtRKcA6bjzHW/TsleEvQAFgywRQCJj1RpDepk6iZO3fuaffPmDGDGTNmnLZNRTbiUxk2bJjbPF8NzZo1q5JN+HxnZPoBUlJSziiM/UJm77ZDfL5tLZnCMb7+zIK/vz+aoJDcoieSLLH90HqO5RzAWlKGppUvwZRbrChfngsI9keW61/MbenSpdVu37VrV7Xbq+NMFgw9qQaagKOwpmnINlsV62ldOXDgAIGBgYwePZr09HSuu+46nnzySd566y1SUlIwm80MHjyYQYMGeY6ZPHkyTz31FKNGjeLFF19Ekqr5jqgaGUb4x4/bUYAWBgP/HtqxXnPVabo4vn0X0/anPO81TcZxySuY+o30zYCleRCgJ93zNnrtJx8gSVKTyDjboWtrnk15hhn//i+Hs3a6N2ow9KoBhEYEU/peKQcztvPKf1+usY9QUxwPT727gWbsBcpFTU0ivDGRlZFFZGE+WnJy7Y1Pg8vl4o8//mDr1q1ER0czYsQIevbsyfvvv8+OHTtISEhgwoQJzJ8/nwkTJjB9+nRiY2Ox2+1MnDiRd999l/vvv79Kv4NjQjmYnkMBKjmCxq+yyr8UFdlb4bY6TQblxFFM25/CHnAZxkcWo9ncTsOmQC/lo6mO0jw9k7AP0EWNDxBFsVLph8aMKIlM/MdEsk/kYTDKhEUGExrh/iEYOeZyNq11m2s9Fg6Po7DA1m1bKbNbz9HMq6e2xJ4nLTWNX9QoZeUJCEND69VPQkICF198sSelwqhRo9i6dSuyLNO8udufYOzYsaxYsYIJEyZ4AgDMZjO33norixYtqrbfUd0SGNXNHfn0+Z+pPGwtxOZQCPTTRY1O3XAt/QgJkK57GUGWEXwpZiqw6qLGF+iixgdIktRkRA1AQotoElpU9X+IiA5l2DUDajzuyOFUMvKP8vOXvyMbZGRZRjbIGAwybTq2ICIm9LTjVpQ5ECjXGAJI5XfpDruTd/77P2zOUmTJwMTbbyYqLvwMzub0qkYozyjcFCw1UnmmQU2pX1Xinj17kp2dTVZmFv4BASxfvpyrRo9m69at7N21h8DAQJZ8/TWtklqxf+ceMrMy6XZxDwKDAvn2229JLrcUWe0usovLKHIo2FwqOBR+TM1FEuCgwwF+YHe6CPSr2TldR+fvqAV5mA6/hkI4csv2tR/gLUpzIaJtw43XRNBFjQ8QRbFJLD/Vl6ioSI4X7Gf9jhVV9oWujeXhJ+857fEvPf06LmNJeUIcAUETaJ2QwoS7x5CTWUChI6M8zEvjq89+4O5Hb6llRmcgVJrQ8lOFL83ZCPQtazbg+uf9GB12JEXhnpISBrRogYZGv4AABh1J5YRL4YqLuiEh0NZk5NrYOJSvvuTxY2lkGowEJibQu3dvHnzwQTRNo+eqHeTLfxOdMoQ6NcwiJJdBgFkXNDp1w3V4F0bAFdaP+nv31YGCVGjTuP0uzwW6qPEBTc1Sc7ZcffMwRqtDcDpc2G0OnHYXDqeTTz5cQImtgPde+6Q8yZuCqqoYDSZu/+dNyAaZ7z5fWi5ocCdbQUMTIL/AHVnnsDkA8BNDKNMKySlK540Z75/isKzh7xfInQ+PP+OM1wBChfWiCYhW2eAWCKqz7paa3OPHSSy1cuiOe5ACA2khy7wlSQiShChLZMgyQySJobKMJEkIsoxNlnDKMlPn/g9DdjaGV90h+Kv256EC+bLAaIfMXYmRmCSREk3DzyhzUWvdhK9z9mi73DdVYtkxbPOnuaORjIFgDkIwByKYTQgmfzD7IQSGIASEIQYEgUGsUqPwjHHawJqjh3P7AF3U+ICm4ijsDURRxGQ2YjKfLFbYJbk7W7b/RWFJLoIgIggiLsWBvayEzOO5JLaMZd/Bve7G5b8pfmIooNGypTt7dXzzaGICW5JfkgUC+BmCUBSXOzReEChzllHkzMJa4vYbcZXnqantR6op+dRI5aJGc9Vd1KjlVp6BE8cTFBVZp2O/++wbVFc6t+RmV9l3fVw4PZNj6zwfHZ2aEFr3xJXaDNGWhnTwTUSqL2Z7KpomoxKARiCqGIgmBJTnyZDR5FAQRUTNSqm1Mw46IAeBFCghBhqRQgOQ/BRkLQIp6PxMIHsho4saH9CUHIV9wYixlzJibOU8sat//Yula7/HYHB/ZQcMGMBPK7727H/i2YcrtTf5GRk8/FJ+/O5XCh2lNE9IYtw/Tmar/mHRCjbu+p3/vv7KyYMEkA2n/5MQxKbjU1PxWatOZ52P1eTyZaCzOLaLaMJS7OC73y0ED2uBqXWoez6SQEKkntNDx7sY+42CfqNOblBVNJsFzVqMVlqCWmYDWxmavRTKiqG0EK2sEGxFCPYicBQjOMqziysuRGcGKKAKAZTa+iBIKhRbsOf5o6jBQMUN3P+IMyU27JJXE0AXNT5AX37yHbM/eBtPKsJyo0nb+K7s3XYEcNcVikmIxFbmYMGX8zzHldkq331dOvQSdx0nQUCWJWRJxmA20KNvLeHLTchSU+FTo7rq/l3WKqw8ZyFqTM3CsG1UiLNp8G0qCf/uh2DQI5rOZzRFxZpVTH5aNnmZuRQWFhLTPoH2l6RUn2PofEYUEfyDEfzdEVBnO/uCbw+irs3Av0cs4WPdDsGaqqIV5mFdf4yiVVaEKC/VkdLxoIsaH6CLGu9z8YDOFBdZcDgcaJpbvOw4vAGAAye2ceDrbZ62JoK5abw7i3HP5IG07ZBEUvvESv0FhQYw4tqBdZ6HQNNxFK5YfuIslp+0ioR9Dkfdxw31RzC4P19T21D4u3OwToNht9o4tGUf6YfS6NK3O7biMrIzsrCXlFFUUEhhSTFF9hKKFSs24aSAFRFQU/8k8Nef6dKqEz2H9SUspmn5Ptn3FwIQNOBkwVVBFBHCo9D8bQhmO6LpAhN8FwC6qPEBkiThOIsfc52aMfuZGDVuUKVtg7J6cyw10+MnI4gC61dvJKMg1RN6HRERRrvOXrwb8hhqGr+owWOpqbu1RfUIorNYunIKqKXu8ge2/fkUfL0PU8sgTEnBoKnYDxRgO1yIM9sKiop/1yjMyVEYYyOwHzqOq7AYFA3N5UJTFHCpqDY7giy5lwhkkYC+3ZD8ai+Meq75c+Nx1u3MorDMRauYQC5qH0mn5Oizd1A9AxSnws7VW8g6lsHOw7sppgw0WHt4M5pQ/r3XIEA0E2IKIjI8grZhbQiPjiAiPpqIZtEEBASQun4ff63/kz8PbmXtwU2YMGASDfTv1puLR/evk4P+hYimqggmCUOUf5V9SqEdOdRYzVE69UUXNT5A96lpGCJiwoiIqVwIM/VgGumFB/hw/nvAyWglb1HxQ6w18irs4HaKVkQR7SyWnwo/+cTdx1n8HSjFGprdQsmSuwCwfHP69gXukQi/Zwr5704/ozGk8ESafzwXc5vzM/ok7WgR/16whd+KrPgDwYJIVlou2sZUkg0G3r79EpKSQr0+rjW/hPfemE2xUIqfZiTKHMo1A0ZjCDazbd1m2nbtQFLHVhiCzLWKklb9OtKqX0dKc0vYsXozlhILGVkZ/LhlOXv37+OaW68j+G9/v40KBbfzcHW7iuxIIbUX5tWpO7qo8QH68tO549IRvd0mXkHA399M976dvNp/haNwU6j9BOCSJLSzsLbEHDpAZnwiHTp0qPOxkXfegGh2/+DLsQEIiLgKHQiS6KlOLkf5IwUa0RwqWdNfRsnLxJXljpYKGXcnAb0vBlFCkCVKlq6i+JsPMSR1JeaZKTiPpJP10hRy3/6IxNefrfP8fElZqYM3529j7uFsAgWBl3omccPVHZFkEUuxjZXrj/PE8n08/9lW7hzUml49E5Bk71g8Cn86QuHvR7mePmyKP8FV91+PIJ28KDfr0uqs+vWPDKLXNSeXerf8vJ6f1y/jq48WMumJC6hESjmFPxzCkWbB3CmcgB4xSIHVW1w0Va3xpkoptGNsFuTLaTZZdFHjA/SQ7nNHSGggV15/ue8GaELJ9wAUST4rS42f3UbxVdcgnEUxTENsBDH/d/sZtz8x+REAyjZvBMDUtg0hV5yMngse2hv7gT3Yd6/nxMMPopYVuysxC+fPz5+qqnz380Gmrz5ErqoyITGCR2/pRnDIySWywGAzVw5rw8b9Ocw7ns+Kb7Zz9dpUJlzeBpNRIizURFxMEHIdRY6rxE7u+ztw5ZS5haMC3S7pVknQeJPuI3qTl5XLhsNbUFwKkhcK2jYklrUZoGg4jhZT/FMqglF0h2oHGBD8ZaQAA2KQAbXEiRRavTVGKbIjpdQt1YHOmXH+/FU3InRLTSOmyYka6YwchVVVZf+uPRxesw7HX5toX1hAnqlhfFZafvcLR0YPx3l0OwDaKf5sqqoiiiLmTsnYd69HLcnBr+cwoh+7D/9uDZgS/zQs/v0w//plL1ZVo3+AHx9f34V27Wu+4D3/QB9CP9rMG3sz+CanmG++2OzZNzIskK4JIXyzL5sEfyPNgv1oHulPi7ggkpqFkJgQjNF4UkQUr0ij+LejoIIzSqKs0EqwYqY0s9hdhkTVfCI6EpOasfrIX+SkZhDbJrH2A3yMI8tK2ZYcpHAzhkgzYoABxepE9DcgBhoQzRKCJKI5FVA0/FIi8OsaRdn2XBzHSlAtDpRCG/ztXtYQG1BlLNWhoJa6ahQ8OvVDFzU+QPepabwITVDUVJd8z+V0snfLdtLWrse1eRPRu3cSYimhmShxvFUb9o69nktuuLZB5mhu25yW3/1C3v8WIsgS4beNRVVVjt3xBPYDu2j3x49E3HYjRYvnIhgDSPrkjQaZ15mwf18uk3/aA8DswR0YObT1GR334C3dGJOahM2uYLe52Lgnmxd3HKdf6wg+2XYCm6pS5HCxKz2frGO5qFvcx72JP52QMIkilPuFCWaJiAmdOLRpDyE5biEatN5G2vo/kBGJevpiTIF+dT63MWPGsHLlSgYPHszixYspKSlhwAB3LTjF4eLA4YMc33WEOYvm8dxzzzFnzhwiI91i7s033/S0bQjyPt6Nkmc74/bGpGD8O0fh3zmqyj7VoaAU2VGKHRhbVC2MaT9cBFQveHTqjy5qfIBuqWm8iJ48Ned2Hg2FeoqocblcbPhlGblffUXC5o0ElJURbzBwvG0HMq4ag9r7Ejr3voTOwQ3vK2Bu25yE6ZPdc1ZVjt/7NKVrvweDO/LEsmoTcmxbXJkHsR85gallfIPP8e8cO1bErR9tJEwQ+PGhS4mLPfPEgpIkktTaXaB1z263oAH4bXcWB51OpnZJ5I6buwLgsLtISyti05YMum8uIMdfJC7QjBRsxJgUTNBlzRAlkfbNe7JX+RNXhhXJohFQZgBE9s76g65PDqvz+T300EPcdtttzJvnzhcVFBTE1q1bAfe/UXh4OF3bd/a0nzJlCg888ECdx/EGSqEdKcxEyMiWuPLLUG0Kop+MVuZCtSmodreFBk1FMEgE9K75+yMaJcQo/2qjngDUYrcl0RCnixpfoIsaH6D71DRimlBGYXD71KAobNm8jfzHHiM+I52yhGYcv+5G4vr1o0uvHnQ7T0KjT/xrFkVfzEbwj0ArzUOOaY0r6xB7kruC4r6QiGEJqHb7OZ4p5OZYufXd9QB8e1+/Ogmav5Nf5LYwGIEyDZJNRgb3PhnVZTTJtGkbwbG/MnGh0eqhHoSEVP03k40yKTf39by3FZeSNn0tEcV+bJvzO+a4INoM73rGy1GDBg1i5cqV1e5bv3494cFhBAdXtWScExQNOdwP/y5VLS/eRlPKrw1N4yekwdFFjQ/QLTWNl5PLT01DtKqSRMwvP8LXiyEmFtvcj7i8T8/zMsdI8TefAiBHxRF63YMEjxxE3v8WomkgSCKBfS8m6PJLzvEsoaTYzqQ311CgKCz8xyU0axZSr/769WlOap/aQ9PVI0WkmgSSqhE01WEO9ifmwYs48vFfRB70g4NWcpLSiU2ufxj8woUL6du9NyV2q+cG4bXXXuP999+nX79+vPLKKwQGNkxJDMXqFrxyeMP4uCiFdsRgo88csZs6598vUyNA96lpvPgy6dn5SGhBPqGFBaT3v5R+S76ke79e56WgAdBsxQCEjLmZ4BEj0Rwmwm+5hbhn7ifu6fvOC0EDMPmd9RxyOPnf9d1O6xDsTZwOhcRiF2UJdVvyCIkLp/mN3VDRcKIQEFV/y4qmaXz55ZfccsPN5CpFpG7az7333suBAwfYsmUL/v7+PP/88/Uaw3G8hLzP91L442EsGzKwHSrEkWXFlXeyXIpideAqtJM33+3TJDeQj4umaojGCyvi60JCt9T4AN1S04ipsNSc42k0FLmTH8cgCFwx4UavC7qy7QewHz2BZnegOZ34X5yCuW1zlOJict6YhVJS7N5nt6M57KgVr+12VIf95D67HdXmXoKRm/fFdiQC+9tbPeNE3dcVU/PzZJkD2FxUyvgWkVx0UcP49az6ei+lx0pIQSC+W0ydjy88mosRAfmmJIKiQ+s9n9WrV9OiRQuGXD+KXdP2sHblasZPPhnCf9ttt3H//ffXa4zCbw/hSCupdp8c448rq7TKdlPbhkkE6MotQwrTI598hS5qfIDuU9N48VzWm4hPzZBbb/ZJv6rDSeqNY935Ysoxtr6I1j98im3XLgo+/RRz586IAUGgSYj+gRij/BFMJgSDEU0VEYwmBKMRtQzsB0vQnDJy4iVVxJfmPH/+FhWXSr6mEhvaMH5I2/9Mp9WGHMrQyBChW/fYOh2fdyQL188Z2GSVtu29I8IWLlzIDTfcgCRL9OzYneW71rBzwzZSerkdm7/55huSkysXlnUVO7CsPo4giwhGCefxEhwnrAgG0f0o3y4aRQSTjCPdgmCUiP5nN1xZpTjzynAcLcG2O++koBHAr3Mkor+BoCHNkWtIoudtnBlW/Lv63nenqaKLGh+gW2oaL0ITs9T4DEUF1UXQiJuIuGM8J6Y+hyszjYxps1FLCgGQYm9EDDj54x83rR+CJFKw5CDW9RlwSuH1gP6hGKL93apTEMoX1gVEo1gpc6sr34Z1Uxaq1XnyUepEKXURfHlzAnvH+fS0c/NKUYCY0LqHSNcVxaVS8t1hSgzQ61/965yUD+DEx9swCALx916EwVy3i/6QIUPYtm0bVquVxMREFi1aRK9evfj666/ZuNGdKPGSK/qzevefPPDPB8grK0QQBNq1a8f7779fqa/Crw5g25tfdRBZdN9gqFqVP0opwoihPArJD1BLHeR8YEMtcxF6ZSv8zkHyO03VUIrtuqXGh+iixgeIooimaZ7EXzo6On9Dcv9dGJo3xy+lNQF9+lG4+DCF898GTQEEkNw//GKgAdXiJPO/mwgZkYRSYEOO8SdsTBsQBQRJxBAXUCUlveOEhaIfj2BP20Ngr1gsa06czBESF4AYYEAMMmKIDaBsZy6O4yWAb0VNZqYFgJjI6sN9vUlGejEtyitcHH56NUeDZAY81hOz2XDGfZhtEtZoDdl05sdUsHTp0mq3Hz9+3PPaFOBHt8SOKCNVbrvxVuI7tqj2GGemFcEkEX1PF5QyF4VLDmJqG0bY6Kp5fVSnglrmQgysPGfR30jMQxfV+Ty8iWpxggpSsC5qfIUuanyAJLmdwBRF0UVNI6OpJd/zGVJFDS335xj75D3EPnkPqkvBsuoghd8eRDQH4989mvAb2uPMtFLw1QGKvj9M0ODmFC45SPGvRwm7vj1yDZlZHUeLsR8s9IxjP1yE/0XRyBF+BA+uHMHjzLI2yDJVdq4VgNho30f2xDcLZlXPSNRdebQrhY4lCmVWZ51EDUBklomjb6wn+d91z1VzJvS/ZjAb3trO0u9+5daOd1bbRrW5EP1lDHGBGIDYRy+usT/RICEazk9HXKXEHWklBekVun2FLmp8QIWo0f1qGh8VUqapRUF5A2dmHpbfN6OW2VBt5WtH5X8jpVuyyf9in6etaHY79mqKinVTFnKYCcEsI5hcBPaKQw4zk/u/neS8v524x3tWP+ApIbNKoTs3Tdh17aotMigYJDSH75eMswrcDs3RMb6PtBFFkUHXduTX/C1wyELZLe1JjKibhSj6n905sngLQRkyhRl5hMZFeH2eQZEhDHImk5AfTvoza0B2+8mIJgnBJCGaZTS7ghh2fuRDqg+qpTxfki5qfIYuanzAqZYaHR0dN8cffhLb1lWnbBEwJLqXe04NtT2Vsu25lG3P9bw3tQrBVWSneOnRWserqKguR/mhWp0YEmq2jghGEbW09hpX9SW7yEYwQp2tJfVBzrCyL0BkcHJ0nY8NiQ/H1DwY0wkbRW/spOCKKFoO6OTV+bkcLtoosThlFSnMhGZXUB0qrjKXO4tveTkHQ+KFX9VaKXGvB0qBDffv39TQRY0PqFhy0kVN48NjqdGXn+qMZrMhhSXQbM5sBH8/pAA/BIMRV5GF4CEtCBrUDE3RKPrhMGV78oj9v56U7cilYNF+Tx+OYyVkTv8TAENiINF3d61xPEF2W2TEQAOG+EDCa7DSQLmlxumodp83ySmxEyk13NKIqqoE2VQKos7eytH+qh7ktEun8LM9yL+ewNGjNUZ/7/mEuOzuz31/dC7DHxzotX7PRxSLA8FPRjgLp22dM0MXNT5At9To6FSDZEApSCf12quq7Ir6v2lE3j4WQXaLEEESEY0Sfp0jUQrt7krSuKNHQka1RI4w45d8+ugVU+tQAnrF4sopo2xbDsrwJKxmif/+to+yU5aaBAHsaSW4ckq5Ztkhhg4+s6KSdcXpUPgzt4QEv4a7S9+0Ko04VUC8qO75aSoQRZGYTs1wXudC+SyNwy+uwnBpDK1HdPHKHEvzyp2nz4N6XL5GLXHoVhofo4saH6D71DRiKiw0uk9NnYl7fioly9eBILg/PkEAQSD3renkvvUK+f97311bSxORoloBlyAaJQL7x1O2Jw+l0E70vV2RI84sHFoKMhI2pi1lO3OxHy7CcbSYAyVlfLzuKG2iAgj2M3gsbyoKh3BiWZ/mM1Ez5/MdHHa5+M/IzrU39hKW349z1AB9BjSrd1+JXVuSIYnkL9lDwMpCtuz6jeR7BmAMqJ+vS2mWOyItpnVCved4vqNYnLqTsI/RRY0P0C01jZcLZdFpzJgxrFy5ksGDB7N48WIAPvvsM1566SU0TSMlJYV58+ZhMpmYNGkSq1at8hQX/PLLL2ndujU2m42bb76ZHTt2ePKMREaefW4Pv5TW+KVUE4JrKcW2f5/baVhRcJ44jPPoOs/+4t/ScB63EHFLpzMWNJUwuE39+V/sIxQNI3BVZAgPTuxeqdktLy73WVTbifRi3tydznUxofTo0TAWiWOHC2hb5j4fb0VhxqW0IKp9AvsWbSRiu8b+xX+RMrF/vfosLbTiDwSEX/g+M7Whljh0J2Efoy/s+QDdp6YRU2GoObezqJWHHnqIjz/+2PNe0zQee+wxVq5cyc6dOwH46quvPPtnzZrF1q1b2bp1K61bu4XHnDlzaNWqFQcOHODaa69lxowZPplrzOO302LOf2jxv1dpMe91widdD86TlbQDLo4BAeyHC8+qf7/24cQ93Yu4p3rR8une9JOM/HAwp0o7Ad8liv7Xx5sxIvDkrd1rb+wlIqJPRlg5nN77LZINMsk39yE/zoX/HifZh07Uqz9nQRkKapMQNYrFqS8/+Rhd1PgAffmp8eK55p3ny0+DBg0iKKjyRULTNEpLS1EUBavVSlzc6RPNffvtt9xyyy0ATJgwge+++85n8z0VMSAAzemk4JstFP12lKJfUkEDwXT2DrZSoBEpyIgUaKRQU9nndHLHvL8qWWZEQfCJJe7Lb/fyW5GVp/q0JKyOIdX1YdX3Jx2sZR9UhO4wqQ8SIrkb0+rVj1JgxyrZkYyNf+FAteiWGl+jixofoC8/NWYulAWoygiCwFtvvUVKSgrx8fEEBQUxaNAgz/7JkyfTtWtXpk6d6vnenjhxgoQEt59DaGgohYWFDTLXwIEDEUMiyH75GSxr0rDtyQdRIOCSutUtqo601EK2lNebWronqyJaGHD/GKpe/vfNOFHC82sPMyQkgGtHt/dq36fDYrETuy2fXFGjcFwbrycBVRWVvW+sQkLEsb+wXn0pZU7Uxq9n0FwqaqlLt9T4GF3U+ABd1DRetAtk+envOJ1O3n//fXbs2MGJEyfQNI358+cDMH36dPbs2cOGDRs4fPgw77777jmdqxwWRty//4NaeBQl8ycSZwwgYVo/ZC8UgXzy862e17f0bsGpEd6CQCWRU19UVeX/5m5EFmD6HT0bNLv4pl8PE6kJOGQRa371OYDqw46P/iCy1L28JYkStpKqVa/PFM2hop2fCYC9imJ156jRLTW+RRc1PqAp+tSMGTOGsLAwrrvuOs+2zz77jM6dO5OSksKNN96I3e72kxgwYADdunWjW7duREVF8fDDDwNw7NgxBg4cSLdu3ejRo4en6J1O/dm6dSuyLNO8eXMkSWLs2LGsXbsWgLi4OARBwGw2c+utt3o+9/j4eNLT0wEoLCwkNDS0weYbPKwv5i6XYtu1BahfBufC7w9z/Ok1HH9qNRmFJy/wn6w/SkGp0/Pe21mi5y/ezWprGS9e1o6oKN9nED6VzgOaszPJH8mlIq44XvsBdcQcfHIZLcxiJnfaJja+8MNZ9SU7BZQmcJ1XK0okNFA18KaKLmp8QFP0qamLY+off/zhcUpt374911xzDQD/+c9/uPnmm9m6dSvTpk3j6aefbvDzOFMuNEtNQkIC27dvp6CgAIBly5bRvr17OSQjIwNwf1+//fZbkpOTAbjyyiv55JNPAJg/fz5XXnllg85ZjopGLS0+q2M1p0Lhj4fJW7CH0s1ZGGL9Cb2yFd/cfDF7XxjOPQPdztBDX/udn3e6z1/Ee5aa1CMFTN98lKsjgxk1rI13Oq0D4VEBjLinB7nhRmyy97+t7cf1xCraK20ztgpm+wu/suP5X9n20q9sfXMZu7/6E7ulDEteMS5n9RmbjXYR1e9C+4uqO4qlPJtwkL785EuawEpmw9MUl58GDRrEypUrK22rcEwNDQ2t1jE1PT2dI0eOcOmllwLuO+WSkhIAioqKanVkPTdcGD41Q4YMYdu2bVitVk849pQpU+jbty+yLJOSksLdd98NwPjx48nNzUVVVXr37s2DDz4IwJ133slNN91EmzZtSEhI8ISG+xpVVbFtP4Bqd6KVFZ9VtXtndhmWVW4rk6ltKEEDm2FuE+rZf/3FiQT7ybyx9ACHy4tMCoJwRj41paWldOzYkXHjxvHqq69WCZX/39wPeXTeJoIUFzmb36d9+zsQRZEPPviA/v3rF/5cV+QyBYfBd/euFsmO3U/F6XISuzMY8KPIWIYqQWS6EdLt5Pz5l6e9ExdOQcElqSiShmqACJc/jqAL4++qPqglDhBADNBFjS/RRY0PaIqi5u+c6phqNpsZPHhwJcdUgEWLFnHttdd6LlhPPvkkQ4cOZebMmaiqyrp166rpWedMWLp0aZVtffr04f7776+yffny5dX24efnx5IlS7w9tVop+no5mU/90/1GkMDuAD8zGSdKCA014edfu/n+VGdMKchYSdAAtIoK5L5BbXhz2UHMsvvvVRA4I806bdo0evfuDZy0SO7YsYOIiAhuvPFGHpg8k80hXRiQ9RsdUzqyYMEnOJ1OrFbrGZ2/t1BcKnFWhWMtfLP05Uj2w5VmwWqxIooi2f4WBD+JLo8MRpIlLLnFHF2+G2dOKXK4H5JRQi2TUG0uNLtS/lDJ8ysltGOST+Z4PqE6FJBEBElfIPEldRI1s2fPZvbs2aSmpgKQnJzMs88+y8iRIwE4dOgQkydPZvXq1djtdkaMGMGbb75JTEzNKbqTkpI4erRqcbr77ruPt99+GwCbzcZjjz3G559/jt1uZ/jw4bzzzjun7fdc0hR9av7OqY6pCQkJTJgwgfnz5zNhwgRPm4ULF/LKK6943i9YsIB7772X++67jx9++IHbb7+92ovzuaQiBLjxG8vPHa6cPADkFl04FBzNko+2cqTQxq9FblFwR2IEsiAQ6mdg4k2d8SsvO+Byqrzw3p8ct9hwqho27DgB1+YjiFk5OFUNp6LiUlSciobdpVDmVAgPcIskEYG/bHauf34pVpeKRVGxqipO3FpHA2z5x8n6fSWBbS7Bvuow3035gexiGxc/8x1SYDgZfx0m6JKu/KNDGJ99/j0fvL8XAIPB0KA+SYpL5be3/yIFgbge9Y8aq47O4/uddn9gZDDJ1/f2ydgVJCUlERwcjCiKhIWFsWLFCmw2G/fccw/r1q2rZCGbM2cOL7/8MgcPHqSkpITAwJoLnPoCQRJAUdFUrcYaZDr1p06iJjExkRkzZtC2bVs0TWPevHlcffXVbNmyhaSkJIYNG0bXrl09d37PPPMMo0ePZv369TWajzdu3Fjp4r9z506GDh3KuHHjPNseeeQRfvjhBxYtWkRISAgPPPAAY8eOZc2aNWdzzj6nKfrU/J1THVMBxo4dy4oVKzyiJi0tjePHj9O3b1/PMXPnzvUsYV1xxRVMnDixweetc+4xt2uJ4B+O6+h2WgBvxlxETpD7wuwPfH+iAAXIUVU+fTGb5iYDigYZdidHVYVIQaCTn4ngQBMGUcA/IRBTkAmDJCCLIgZZwCCKyJJAgFFmeLK77wmXtoRVR3CoKglBMoEm98MoCQiCgADMmfUfHr7t/zh8cBsZah7XpSSy5fYn+eSDf2IwGElJvoSHr7uay/pGsehNmcmTJ7N27Vq6du3KrFmzquQOOhtcLpXcHCuxcdX35XKpLJv5J51yHezrGs7gSxp3+YG1a9dWEigvvvgi7dq146OPPqpkIevVqxe//vorl1122TmZp2pxIgYYdEHjY+okakaPHl3p/bRp05g9ezbr168nPT2d1NRUtmzZ4km3Pm/ePMLCwli+fDlDhgypts+oqKhK72fMmEHr1q0ZONBdrbWoqIi5c+eyYMECLr/8cgA+/PBDOnbsyPr16z1m4PMJ3VJT2TE1LCyMZcuW0bFjR8/+RYsWMW7cuEoRJ82aNWPZsmXceOONrF+/nmbN6l+vxld4O1JG5yRBl19Ch81r2PLLH5gfuosHoosJ6xBDQGQkyYNOhkbP/XQbK1PzkQQwCwLtTTLdZZHnbr+Y0LC6l1Po26cZffvU/J375ptvGDG4Jy88cQ0ffVTIzp0l3HFjMlfOf4J9e3d5LJJK6WZkeQSHDh1i5MiRvPXWWzz55JPMmDGDadOmnfXnUsGB59cS5NT4KjmYq27ujHzKckapxcHaNzbSvkQhtVc0g8d0qPd4Fxrz589n796qFrLOnRuu5lZ1uLMJ65FPvuasfWoURWHRokVYrVb69OnDoUOHEAQBk+lkSXqz2YwoiqxevbpGUXMqDoeD+fPn8+ijj3ouGps2bcLpdFY6vkOHDjRv3px169bVKGrsdrsnhBiguPjsoijOBkEQkCSpSYmaujimgnvpadasWZX6ePXVV7nzzjuZPn06RqOR999/v6FPo1Yavzvj+UNYXAzFokTSgpN5c3685launDEVgNvHd+X2BpzP+vXr+fzzz1m0aBEWiwWn00lQUFC1Fsnx48cTHBzMFVdcAbhTHjz33HP1nsOe7ZkEOd3fwkt2FfPrS2vpcVdXYmKCyMoo4cA7W2nh1Mi8LIFLh/umMOf5hCAIDBw4EFEUefjhh7niiiuQZd9YyOqLO5uw7iTsa+osanbs2EGfPn2w2WwEBgby9ddf06lTJ6KioggICOCJJ57wRAJMmTIFRVE8IaO1sWTJEgoLC5k0aZJnW2ZmJkajscp6dExMDJmZmTX2NX36dJ5//vm6np7XEEWxSYmaujimAmzYsKHKtpSUlPPfOdhXxYF0qpDUpR2lGzZgKSgmfed+zI/eQ+slH5Nx53jiWjdv8PlMnz6d6dOnA/DRRx+xc+dO7rzzTubMmVPFIikIAsOGDWPdunX06dOHlStXVrJUng3HjxXh/Gw/OQK0/L+eHNmUQctlx8mauYWdXcIJ255PMOC6oS29u5+PkYPeZ/Xq1SQkJJCRkcGQIUNo1qyZzyxk9UWxOJHD6p9AUuf01NkNu3379mzdupUNGzZw7733MnHiRHbv3k1UVBSLFi3iu+++IzAwkJCQEAoLC7nooovOOBxz7ty5jBw5kvj4+lexnTp1KkVFRZ7HsWPH6t1nXZAkqUn71OjoeAP/oACim8dRkukuQHmodVcMp1iDzzXx8fEei2Tnzp0pKiryWCRffvllJk+eTJcuXVi1ahVPPvnkWY9z7FABRW9vQwWi7u1KaLgf3Ye2IvKh7uT6S7TfVoBDgoh7u9KxiQgawFPGIy4ujlGjRnHo0KEqFrKtW7eewxmeRLU4EfUSCT6nzpYao9FImzbuZFIVWV/feOMN3nvvPYYNG8ahQ4fIzc1FlmVCQ0OJjY2lVatWtfZ79OhRli5dWqlyMEBsbCwOh6NKRtOsrCxiY2v26jeZTJWWwhqaprb81GQoXxbVdItNgyKZ3b4IF838D5GJ5z7q8VRr8v3331+tRbJVq1ZeC2bY9cNBUhBw3p5MYvMQz/aouCAGPdWHLX8cI7l7LEHB54/g8zVWqxVVVQkKCsJisbB8+XKuv/56r1vIvIVS4tB9ahqAeuepUVW1ku8KQGRkJODOf5Gdnc1VV11Vaz8ffvgh0dHRHoVdQY8ePTAYDCxbtoxrr70WgH379pGWlkafPn3qO32foYuaxkmFr1dTkjSWwmJsltPXDxIlkfC4qNO2ORMKc/LJPJCG4nKiOl0oLgXV5SJ/wybCgY0vz+LqOa/We5wLDSnUBCdsWOfuZHWfGPqNbuf5LoqiSI+BLc7xDBuerKwsxowZA7h9PO+880569uzJyy+/zC233EJJSQktWrRg3rx5ALz33nv8+9//JjMzk/bt23PDDTfw2muvNchcNaeKZld0S00DUCdRM3XqVEaOHEnz5s0pKSlhwYIFrFy5kl9++QU4GZUUFRXFunXreOihh3jkkUc86dgBBg8ezJgxY3jggQc821RV5cMPP2TixInIcuUphYSEcPvtt/Poo48SHh5OcHAw//znP+nTp895GflUQVPzqWkqeKKemoilJudYBieGD8OoVp/i/lQ2Tvonw6fcV6/xNo69icScNETca+MVvwYVhQbi/lxRr/4vVIbe2oWMtCLS5+8ieW02y3ek0ntSMqbgKCQ/A4Lc9BK6tWrVim3btlW7vToL2d13310pWKEhUSwVdZ90UeNr6iRqsrOzufXWW8nIyCAkJIQuXbrwyy+/MHToUMBtQZk6dSr5+fkkJSXx1FNP8cgjj1Tqo2J56lSWLl1KWloat912W7Xjvv7664iiyLXXXlsp+d75jO5T0zhpapaaghPZGFUXh665leD2bWtsZ5o5A0dGVqVtR3cdJD8jm66X9z5jvzqjrYwDXQfQ8q5/IBpkRFlClmVEgwFJkoiPr7816EIlrnkIsVP7sOrfqxEv/j/W77MiKDKi4oeomBFVP0TNjIQ/kuCHJAYgSX4EBnaiVf+7zvX0mzRqed0nUV9+8jl1EjVz58497f4ZM2YwY8aM07apyEZ8KsOGDTutj4LZbObtt9/2ZBi+ENCXn3QaAy6HEwFoNvhSug6tOYPsqrdnorlOWnMObNxJ3p23EWIrYWlUC9q+9QYtu7av9lh7mY2Ni35CsTswOm0QEUnnwefv0vK5RBAEOj3Yke2brQhaD5JCB+FylOByWVFcVhTFiqKUomhlOLUCSo17ybH9SCt0UXMu8Vhq9JBun6PXfvIRuqhpnDSGlHvbflvDiRn/QXI6kJ0OxEl3cOmdN1RrTVEcTmRANp3+DlOVJI+oyTh8DNct49D8Qzj2wJM0e+slsm8dT9y6PzD7V02K9+cXPxI54ynP+4LopmuNOROyitypLPwT7qRVh6HVtrFkp+IqKyZt90cUsr4hp6dTDR5LjV7M0ufoosZH6D41jZwLeP3p+OoNtDhxkEPdL8WYdYKk11/gp6++JOa+ezEFB7qX2ER34b3MvYdIBGTj6X+MVVGGclFTnFsIQIDdirllM9Ijm5GQe4zDm3bRacDFVY7VypdpjZ99RXhCNB2jI7x6vnWhqLCE1L92UJZfSERSAq0v7lznCuG+JrfYLWoig6qPAsvZt4odaXejSQ4wQahtQENOT6caFIsD0V/Wi1k2ALqo8RG6T43O+YqGiEuUuHrBbABWf/w1QbP+S8ATD1Rpm1j+HBgeeto+FUlCKS1l8+9/kf7q68QZzAQ4bYiT70e97SGY+zquuyaxEw27XNnqE6y6xX9gWAhhPhY0OccyOL77IMVpJyg9kYEzMwtyszEU5OFXlE+EJQ+jpmIEXMCa4Ehck+7msvsm1NZ1g1FkzSYQiA6tmtIi7+B6dqTdjb+9DS1bPoQl/wCR7Qc1+Bx1KqOWOHV/mgZCFzU+QrfUNG60C9lUIwgIp/iw9b91DLbrRnD4r12oioKmaqCpaC4XmqoSEB1JQrukWvoU6bhlJdy90hOpdGDEDYhmE92uGsq25UsxWooQXC4sfS9D0zQ0DTTNXbVYDg2hh0vh2ME0VEUFTUNTVM9+TdPQFMXte6eqBEWGEdsy8XQzqoSqqvz07H9p8eVHmDUVM+AQZYoCQrEGh+MMi8DZtgNayxZEXdydoOgIju/cT+G8ebSc9RI5owcT1ez8SGpnKcsnEAjyryoA9+57BhOJXDzkc2RzADHUXp5Gx/coFoce+dRA6KLGR+g+NY2URlDIUhMFjKqLNa+9j6FFC8oKCuly1RA6XVp1aehMKet+CQd2mmH0NbTq1pEO/XvQ0XDy5yXxp4X89PxMkj57D374tNo+LAvPvNZXtiARsHYtQWHBtbYtyMxj9V0P0mb/Zg4Mupq2E8YR3bIZYXGRp11aapHSltRObSm7/mr2/76RqAm159uqD6qqsvm7FbQbcDHB4SE1tiu1FWCXTQiCVGm7JfMwNr/DtAt+Cdkc4NO56tQN1eJEDNItNQ2BLmp8hL78pHO+Et+9M7nfhBP2wRtImkoQsOnDOXT7Yv5ZZ+u9atYLtbZxZudQZArEds9DCKKEIImIoogoCgii6PbjEUUEofy9IIAoIAjufaIogiiQsWYDrZd8jM1irVXU7Fi+gYLHHyPWXkrulGlcNWlsnc4r+8ARggD/qLA6HVdXju46yM7HptIqdSfr//EQw564x7PvRP5xFFUjOiQek0FCUg5SQlWrUdb+n0EViek4zKdz1ak7isWBIU4Xmg2BLmp8hCiKuFy1Jyy7kCksLOTSyy/lSP4RFEUhalgUnUZ14pNRn6BpGk7ViUt14VJdOFUnoiDSJrTNyQR2FyIX8tzL6TH6Mhi9hrT0PFzZ2VgLikm4bxJrXprJ1e9M99m4gizjkg0Murd+/ilriophCeweez3tv/iM2FaJuJwuco9lENuqGeC2evw6Yzbx82dji0ykxUcf0iKl5jw71aGqKgWzZlEU1ZzLB/c96/n+9tpc7D9+jxoaTocH7qTdoJNJQ11OF79Oe4vYxR8SWx5bZwhxC7VSexnH8jI4smskBsnFDsWA1RlEC/98MpVxVcbJL15DgNABY4BvBZhO3dHrPjUcuqjxEZIkVSkf0dgICgrincXvcO8f93JFwhW8NeEtUi9K5bKFl9V4zHtD3qNvwtlfIHS8R/OECEiIYM38JYQDQcmdfDqeYJCRvLAk2230EJZv2U6bHz4jfdd+Ylsl8uMNd9B29wYK5swnsVMbVtz1KG13rmV/n+EMf3t6taHktbHj++U0zzpM3jMvI8lS7QfUgP23X2h9fC8ZJTEo9/yDH7r0o8tzU8g+fIzcV1+lZeZh9vcZTqsJN8L9/yAwLppthzeSm3ojAAYJCo2TMQhluEr+4rg9lCE976kyTqm8j0hpxFnPU8c3aIqKWurS6z41ELqo8RGiKF5Qy0+lzlI0NPxkP1RNxaE4cKpOj7Xl1Penvj5UdgiA4YnD+dz8Oa9e+ir+If5IooQsyMiiTFZpFk+ufpK+8X3pEtXlHJ+pl7iA/YT/jv2tNzge1YLB94736TiCbEBU6y9qAkICufj+f1D4w2fYiorZ9tsa2u7eAMDuDz4ma+9WEq1FZD70NFef5Tkd3XkA67+eIi8khj7Xnr1QOHEgjfhj+zg0egJDXvw/fnv9QyI+/x+WsaPxB5oDpa++w9VXXsamb5cjA6HxsexIX0EIcMJ5FZ1ajmBwu+GnHac09xguYwFmQxyluceR/QIxBoSe9bx1vIdqrcgmrFtqGgJd1PiIC8mnpsBWwOBFg3Gqzjofq1gVjsw4wqjcUbz6yqtc0fmKKm3m7JiDn+zH64Nex9/g740pnzNOLj41HlVjuWQArX9dzPovfqDvTaN9No5gkJHPoIbUmRAUHkIhUJqTT9nst0ko3x6z6y+KYpqR+M7bXNQj5az73/rq20QDyV8swM98dnfYDpudLQ88SrjBTN9H78JsMjJ6yt0U3nkDf74xh9hfvqLNzz/hH+Z2Ci7JzMIfiGgWS9nObARXCLeMeP2MxrLmpQKQ6nyN1O2vgSbQveUXhLfqcVZz1/EeSon7d1W31DQMuqjxEReSpcbqtOJUnUxKnsTmrM30S+hHUnASRsmIQTS4H9LfnkUDRsmILMj43+GPNd/KyKtH0rxfcwLDA7GrdhyKA7ti55uD33Bp4qUXvKBprIz677P8fPV+Yl76F4c7tqVVtw4+GUc0GpC8YKkB8A8OxClKJL73CoogYn/jA5IvvZiOfmav9C+GhRFgs7L182+5/JHbMNSSUflUXE4Xm75ZSv7s2TQ7cYiyf79aqYJ5aEQow16YDC9MrnScLSsHpygRGh2Oy5lDmRp6xmNGtO1HN3E+TlsRlrz9HFXfQFUb9/L3hYJaXiJB1EskNAi6qPERF5KokUX316BXXC8eu/ixs+qjNKiUtMA07p9zPyE9T4ajCgj4yX5M7TXVK3PV8T6yQab/vHfYPupqdj33Eq2WfOyTcQTZgKypaJpWb2dxURQpe/5Vso4eI6pzR7oN7++lWboZPn0KP+Xm0u6jN9j02VwKIuMB3Pl9KnL8aBoCWrnRTkPQ3I/QohyCHaWURCRS9sKr9LruzJavnLl5lJiDEEURQc1DQGXt7t/o3qY/fsbT+wSJokhEW3e9rMxtEuSBKfjcZWbWOYlSXiJBCtAtNQ2BLmp8xIUoapQ63kVnZWXh7+9PUFAQZpcZQ6oB02Um7ut2H7d0vAWTZEIW5Qs72qkGTlN/9YIkNCqcwhZtkYuLfDaGZJCRNBWXomKoh+NtBb3G+c4p1mg2cfUnb7JzxQayF38LOdkgCGgCgOCOgqv4XgunvhewRfcjcchALh/ev04lFtSCfKwB7hsCTYwi2rSZssx7WJsJpU5/yky3cP2gx2vtx2ktcJ9DUHgdz1rHF6gWB4JZQjDoJRIaAl3U+IgLStQI7q/BSxte4vVNryOKItP6TaNjRMfTHnf06FHuuuuu8uywGs/933MUdC9g9tbZDEwcSKcI30bT6HgZQaRl2m4Ob93rkyUo0eA2vzvtTq+ImoYg5bJepFzWq0HGEgvzcQSFAjBx5DvkW/LZdugPSkpzKClbiOZcAdQuahw2t6gxmEJ9N1mdM0axOHV/mgZEl44+4kIqkxBiCuGBbg8wsNlAesX14kDBAQ4UHqj1uEsuuYStW7eybds2tm/fzj333MNtKbehobEmfU0DzFzHmwiJ7hwvReNv4OcX30Rxeff7WyFqHI7z19ejtLSUFi1aMHmy29/ls88+o3PnzqSkpHDjjTd60jT89ttvdOvWjeTkZB555BGvjG0sLkQJCfW8Dw8M57KuV3NVnztwCQnAmd0kqU73ckf2vuWVtv++O5MP1x5m9d4scgrLvDJnndrRc9Q0LLqo8REXkqVGEATu7no3T/Z6kskXT679gNMQ6RdJr7hezNoyi+kbplPmamQ/no1wKa2C0a//i8R1G0jreRkt5r/Dz1fcQKml1Gv9i+WVvp02h9f69DbTpk2jd293cjxN03jsscdYuXIlO3fuBOCrr75CVVXuuOMOlixZwq5du7BYLPz666/1HtvPUgRh1S8ZGYzNCTelcThjf639tOg7gUBrV3Zl3MfBVbMAdyLBB9MymGov5rqMDDpv2UeHX7cw4oet3PfTDv67cj/fbj7O3uOFOJwXxs3YhYJicSDpJRIaDF3U+IgLKaS7OtIt6ezO202+Lb/WtjmlOXx94Gu+OfgNPx75kTFtxtA9ujsL9i7gkk8vYWv2Vt9PWMcrBIUFc/VHM8l4YCqtju5i36qNXutbNrp/2J1l56eoOXDgAHv37mXkyJGebZqmUVpaiqIoWK1W4uLiyM3NJTAwkKSkJAAuv/xyvvrqq3qPr92RjTjsO+b9OJHDGfuxlFk8+67o8whlrkDWbvonB9L3nLYfY1AoXfvP5ggt+aRY5uGfd3LNT9vJMgm8FRjOby2b81ZQOJMkf5qJEvs0F+84rdxVlMugA6m0XLWdbj9vYdgPW3lu6enH0qkdtcSJGKBbahoK3afGR1xIlppTEQQBs2Tmna3v8M7Wd2gb1pavrjr9D/aCvQuYs2NOjfvn7pzLm5e/6e2pnhNOOj03Mk/hvxHXLdn9QvLefY9oNgHgLClBdZwibMp9ssBdlRs0ZL8gr417pkyePJlXXnmFtWvXAu5/67feeouUlBTMZjODBw9m0KBBaJqG1Wplx44ddOrUiW+//RaLxVJL7+AsyeXoqtcwmEMwBsdhCI0mILoj5uDmuCx5uNop+FOKP6s5smcku5x+DL3sL8xGMyEBoSS2+g+W9DvYtPVu2iasOu1Y5rAYZvAcdj8/kuxOWgoS/1SNXNk1HrNRpnNSZYuQqqpk5JeyL7OEA4VWMjQnK1Ub70p2dv6wrUpV+vKAL/ezAGVAnqiRL0OpBKIGUvlDpOqzQYNpsdGM7JZATWQXlPL1rhMopw4tCvjLEgGySKBBJsAoEWiUcWzJIcIpIPnJSGYJ2U9GDjAg+8kYAo0YAmUMgQZkY8Nf8vQK3Q2LLmp8xIUqamRR5rsx31FgK+DbQ9/y3eHvaj3GLJkJN4ezdNxSVE1FURUUTUHVVFyqi2Bj7ZWUdc4v/MNCKAXyP32Cb/NVioNCARUBFQR3KLOAWr5NQxBUzzb368rbRUFFCnZR+l8HpF/BoQzckUQi7oyGf9NOiYUjaT/2rQY732+++YZ27drRrl07j6hxOp28//777Nixg4SEBCZMmMD8+fM9z/fccw8ul4sBAwZw8ODBWsdIWzWTo35fuN+UlD+OgeAA0SZBMLSRJ5Of0J1dh74mzrCYL5Y9htEUg785hiD/GE6UJiNQewLDQnspFiGQl+Iyua1j7VFioiiSEBlIQmQgl5dvW7Mvm9mHMsozTgpUpJ70BICVtxM0iBYEesgSkQaZQFlCRUPRwKVqqJqGAigaqKqGC40fHGV8eCzntKLmwy3HeF0ow3SKqtEAh1TNEnA4fLzOSqdi1dPOWf44dQFc0TRsHSJo/4/kWj8Tb6C5VFSrEynY1CDj6eiixmdcqKIGIDYgltiAWHbl7aLYXsxvR3/D5rJhU2zuZ5eNMleZ5/2evD0UO4qRBRlBFODCCGzROQ0J7ZL44dIriYlcAiFQKHTGfSUTARGhQo0IElBeSRup3JJ16rO7PYKECMhZ6bQIMSOqgrsPRUQoVzXutgLH7F9QVnas1jlaju/EcmI7KC6MwXGEJw896/Ndv349n3/+OYsWLcJiseB0OgkKCkKWZZo3bw7A2LFjWbFiBRMmTKB///6sWeN2hp8/f/4ZpS0os6QhqgJ9ei2lLCeV/Lw/sJbux1gSgMOZi2K1E3/VOFoEReJvCmTD1gOYhJ34OVcTiAXNBvH+cNw2pNaxjlmzAEgIOPsbin7to+nXPvqsjz8d0RuO8LylkLT0IponhFTbJtfhopWmsXZkd882TdNwORSsdhcWmxOrzcXq44U8ZS9CuqYNEbHBOC1OnBYnrjIXLqv7WSlTUGwupC3ZuAptPjmn6nDl20ADKcI7SSF1akcXNT7iQop+qonEoEQ0NB5d+SjgTqRnls34yX6YJTNmufwhmRnbZmyjzEfTVJENMle//wpbPt6Nw3qEW8d94PMxiw6t48TmD9GMGqpWe8mOzevG4YwoX8Yqg/6JazGFxJzV2NOnT2f6dHeF8o8++oidO3dy5513MmfOHAoKCggLC2PZsmV07OhOc5CdnU10dDQWi4U333yTefPm1TqG3ZaJLJgxRydhjk4ijEE1tm2fmEL7xJPLvnannezCTHKKTtAjtvZw+3RrPiCREHB+JuC7sWsiM/4o5KOd6Txbg6gpUBTC/vabIggCBpNMqEkmNNgtFLbkWMEOzSMD8Av3wy+85kSFh7dkI/o13FKQq8AtoOSIuhdU1Tk7dFHjIy5kS00FveN68/sNvyMJEmbZjFE06sKlnMbtUXMqGqdWvDobjh07xi233EJ2djayLPPMM88wbtw4BgwYQElJCQDp6ekM7RHE7ZMFvvysiGXL/sTv1W5ER0cz84mJhPk7URWFKa9+zB9/7SE4wI/HHxHoYGuLJSANQdXOWtDURHx8PFOmTKFv377IskxKSgp333034BZBP//8MwBPPvkkHTrULjQcrlwMhJ7VXEwGE82iWtAsqsUZtc8oKwQiaBYYe1bj+Zpgs4FrMPEFdp6wuzCZql6K8jWV8DNIXphpdYfZx4We3hqiKioGNJwB3rnsHfh8L47d+TjDzQQlRxDfOw6/v0U5KQV2ENGjnxoQXdT4iAs9+qmCcLOelbQpo6EiaPUTNbIsM3PmTLp160ZmZiY9evRg1KhR/PHHH542/fv357IeCoa8Ima8fpjgYPeyyTOTBvH02/dx/wORrF9n5Wi+hbkfx7B+nZX3F1h4frKMGqjRTnqoXnM8lUmTJnle33///dx///1V2rz++uu8/vqZFZuswGUsJVBqVt/pnRGZtlLM+J/X/my3dYxnwYFU5v91lKuS4zEZRUyyhEEWyS60sc+gMUao/RKVbXNiFDQCa3ECdhTZEQQB2UsCw7knnxCHgivTipxpJXPpUUoMEmJCIGHdo4i5KAal0IYUbEKozg9IxyfoosZHiKLoybSrWzd0LlQ0tHKP3rMnLi6OuLg4AGJjY4mMjCQ/P5+AgADAbaU5cuQIF93dHatQ5BE0RbvWkCnswGQL5eJmH/PJ+//h3gkDuKTVZfRsLTLrtUEoRpXI7G40u/HB+p2oj9GcTlyBTowG71qTaiLL7iRMsJzXvz0piaH02gZPUcJTW/ZV2idoGsFojO8QV2s/eQ4XQWcQpFeW714KMgR7R9SITpWicDOdHutB4e588v7KwphWjF9qMdrRYtK+PohRECBGL+TbkOiixkdU1HxRVRVJ0j1ndS5U1HJHXu+wadMmFEWhWbOTFotFixZx7bXXIolHqVjYmz7tRd54/QXM/gJrVq8lpHl7ci0KbS8aRFBSD+wFGfj72yg7biLlFt8U4PQmzoJc1CAwFDWMb0W2UyNCbDiH2LPl/b7t2HS0AIeiYi9/OFQV294Cxg1rS0yz6v1tTiVfUTgTe5SjwL1MZQz1TiSSrGqo/gYESSSscyRhnSMBUO0K2ZuysGzLwXKkGKcGiV4ZUedM0EWNj9BFTSOl4s63sVW0rAFvWGoqyM/P59Zbb+WDDyo7HS9cuJBXXnkFUl/xuO9ck3SESxY244/ve/P+3AU8//zznvaqqrLtuxvQRI3k7q8jmwK9Mj9f4nDkggh+4a0bZLxcl0ykXHvo97kmJsyfUWHVWDL6nXkfhZpK6BnkkXUWukWNKaz+okZVVQyahlJN/hnRJBHbN57YvvF8+q/1tGh+/i4BNkb0jMI+okLUXOgRUDpNnfr71ADY7XauueYaj+NtBWlpaRw/fpy+ffsiCCKKycWer+/mRMRKIvK6cd+U1/nyyy8Bt+Nueno6qT8/T3HCccosZlpeNLzec2sISrPcyyv+EQ0javYo8QRdIEVD60uRoBEu1n6ujmJ3pJz5NNFRZ4qj2IEkCBhCTi+QykocgcR1hAAAXXZJREFU+OtOwg2KLmp8hNns9sQvK2tktY90mhSaF6KfNE1j0qRJXH755dxyyy2V9i1atIhx48a5M1n7JaL6q2zM+Qm/3BBSrvwf33zzjSey6Morr2TeR3M56vqMbT+Y6D9o6HntM3IqpfmHAfCP7dgg4zkxsKqsdn+UxkCJBOGG2kWNYnHg0jTMXhAZpVnummjG01h9XE4Fe6kLfy/58OicGbqo8RFhYWEAFBQUnOOZ6OjUB7Xey09r1qzhiy++YMmSJXTr1o1u3bqxY8cOwL30dP311wPQfswsLrt0N79vGMpdMxz06H0p33zzDTNnzgTcokYuPcT4e47wyS8qM2bMqNe8GhK75Rg4wRSZ5POxLA53yYbx4Vafj3WuUVUNi1Eg8gzKHygWJ04Ed4LQemIvdzou2ZXHke8Pc2J1OoUHCyu1KStx51ry00VNg6L71PiIkBC3g5suahonTcOjBjRBq/fyU//+/T3pDbJLc8i0ZFDmsrIqbTkvfvYMuUoaS/bsw6mUEWCKZO7cudX2Y89J5d77HDxe2J+LJ66o15waGrstE1mVPcvSviTdkg3ARU0gNX9BsR2nQSDKXLtwUEqd4KXQalOYmQINAtOKEY6VoAIWwHplKxL6u0s/lJYvd+nLTw2LLmp8hCzLBAQEnFGhO50Lh4qLs3SBLHvUH+9FPymqwp/rL8ePUs82ETCXPzztWl+D9DcfCVVV2f7zeIjQ6Djsba/MpyGxK7nI9oaJfDpRlg/IxPuFNch455ITxW6LSYz/GQiHMgVV9o6oDO8QTvjLA1AcCrZ8G7mbs5FWHQf15O1OWYWo0S01DYouanxIY0nAp3MSh9NtUjY2kYg2b/jUnNqXH6WcCJlI12ZX42fwx0/2x98QQH5ZHvu3jCYnqKqgATj49SNYmmXTVryPgLhOXpmPr3FaC8j861NyT/yMJfQYAQXxDTJuRlkJEEZCYGSDjHcuybK4hUNMQO3CQXAo4OfdS55klAj4//bOO0yKKvvfb1V1mu7JOZEzEgVUgoqggC4YUMyi7q7rquu6oqtiWNcEuGbdr4i6P8SsiGldswRFJYiggOQ8Oc/0dE+nqvv7o2eaGSYwM0wzw3Df56mnu6pu3bo1t6fqU+eee06qg/JYKwZ1p4u7nT5QwBYlM3QfTaSoCSOKoiCOk6m/xws1osZULWqEEMHp3YYB1cEW66zrBggd9AAYOggDYRjB70YAjOp1oYOug6FXrzewDQPFMMAIVJcR1XXqteoxEBHJYImpPrcR3Ff9PXhu42D56k9hGPxaVokzEEAzBEIYoBuYUwvA1PrfsD/g592NTxIIVIAwyAQcEZkMSR5ap9ySdXfQEy+qFs37v72C1RzJ6C5nEm+LJffADxyI+wTFCTue+Zytjy7DH2HHiIjAsNsRdjtE2FEdDlSHA1OkA7PdgTnSgSMujmFjT0YzHZ1bnd9ZxK6v7qe0ag3uxBIwBx98MSW96X7i7UelDXkeNxpRJNqOTUvN6+sOMCe3EJMCZqFgBiwoRCgK3YXGkBgHyZEWslxevs0rhwSFtMjDD7WZAgaBBqZgtwWu/U4iAFutxJXuCh82hxlNk66rRxMpasKJ7ifgKqGqNBcj4AdDx9D9CENH6H6ErmPoAYTuq94XCJUJPsgC1WUDCCO4T+iB4MNQGCgmC4rJhmK2omjm6jr9oPuDx+j+YB0BX/Vx/oPHGwGEHsBkjUA1WxG6HnyQCYEhaj0gDT30MD64BNeV2g9fIULfFUStstUPeep/D5arLhs6hlr76x6j1PkMbldCxx7cFzo/hOpQqHW+2uVqbQ+Vqf5UGtiWguBOBOaVz6CvFMFE1QrBNijVNg2FWtuPPt5yE7s/a3l25cTqpTY5zx+ZpXFr6VZSS1+klEQCio18tQd94gbVK2dSFMqJJrFsERaCb9/rD0CWdgIJ+h4igMotU9BHxiK8HhS3G9XtRisuxpyVhbmqCqvHjdXjIcLrQa31MvHJSWNIufJykrt3I6NrJlZb+DIm71vxJNmxnxNRFUO68yxSB15MzPjxR8WXpoZ8n49YnA1avI4F9jm9lDhUznZpBAyBVwh8hsClGCy3GXwUKIeyYNkoh2CoU6FrwuGj9toBcl1svu97hKZiaAqYVDAHF0VTUU0qtj3lGAr4ku1ED00ibUw6psNYeHwHgqImIungEKO7wieHntoBKWrChNj+BbdWPgLrCC4dCAMFAxUDFQ0dDSP02OaQz5rFQCUoEaq3KWqt/SpCqf5EQSjBp3qwHrV68owa1CtK9Wf1U19UKwChVN/0FbV6XalVRq31qQX3KWp1meA+qrfVrIs667XKoCIUNTgVWFEPWZQmvys160UlJGhadX0KqFrwPGqwrKIEz4ESLKOoaqgtovq7otSUr15C37VQHTXbhKJV11F9rlr1ClU7eJyqYtrzXyzZK+jx0UfBWR5arTZoWvC6VRVUDUVVuOTX3Wx0+zAUBaGqnBgbyexeGQyKdqCoKqvX/AFVtD4yraYEH6zR3e5hUq9zGy137ZgFoe9+3c+STf/G69kPRhUFSk9O6TeLgRO6NuucumHgdrkoyi8k/9JL6bvmB1jzA15gp6JQEp9A3DPPMmjk8FZfV2NEJQ+GynfoO+ifJA5t/HrDSZHPIF51H75gB6V7lBUqKrl7VHf6pETV21/g9FJU6SUzxkZ0c3xpqnH1iydQ4EYJGKgBA5PfQPXqqIZAq/GFEWBWghZYpcCN8tU+Dny5F3ekBUufONInZOJIdtSrW/HrVGgqmbVmYVVV+OoluJSEHylqwoRiCf7wS3qehytlFIpqqn6QmEA1oWimg9s0E0qdTzOoJlTtYLmaT9UU3KeoKiLgQ/dVoXurELoP1WxF1SwoJjOqZkYxWVBNZlTNgmq2oJosqJoZVVVDc/l9Ph9+XUfVtOB2VUVVlGMm/ofkEMQeyFmOrV/fZhXfHVGAzSZ4b1hvYkwaKda65nlDNaPorY+11De+Lz+r/TDtf5KqbmcRYTq8s6xZM3Pp0FtbfU5NVYmKiiIqKooeP63B4/GQvfcABfv2k//bFvot+D/y9+2DMIia+AFnwep7Kdu/st1ETWFAI0Hztcu524KuMRFQAXtLqxoUNclRVpKjWj6zq9+1J7SovGEYFP1SiHNVHlqWk4gNBeSvzyd65kBcWZV48934i6ugwofd7afyEL8ed4UPRxulZJA0HylqwkVkKgDxp11PfPcWxPw+ylgs8k2iU6Gag8OLTbC5soo/b95LttdPotmERVHo62hkSEbRgkN4rcSkmhgycC65m2bw9tpZXDrqyWYJm7bEZrPRq38fevXvQ+4JAyhb8H/YH3mYr15YgCc+nkBCIkpSEubkJOwpKSR278rgkSe26lzmqETMJRYq/Jva+CqaT7FuYYC1Ywb9/OVAGYu35hOtqSTazCRHWkmJsmIIQXGVn9IqP3ucQctgVnn75q5SVZXk4SkkDw8mId357jZsPxfgeW0LGmATAhSFgFXDnWAn8fSMOsdXOX0kdakvyiThpUWiZv78+cyfP5+9e/cCcMIJJ/CPf/yDs88+G4Bdu3Zx++23s3LlSrxeL1OmTOG5554jJaXpzLTZ2dnceeedfPbZZ7jdbnr37s3ChQsZOXIkANdccw2LFi2qc8zkyZP5/PPPW9L8o4tW/ac9zANGImlTNDPo/iaLrK9ws8MdzIOzX/eRbm3KeVJD4chSfQxJHsre9H+QlvMwS1ZO57QTX6RrdJfDHxgGUtJT2fLAwzh37cYoLEAtKiZi314cG34mprwUc3Vak09vmcU5N1zXqnNEeFNxm7LastktotSwk2Txttv5m+LZX7P4n736nuitXorrlzMHBPERHWvWUNeze5BlUrEk2IjqFk1kZhRaE1PE3RU+IqI71jUcD7RI1GRmZjJv3jz69OmDEIJFixZx3nnnsX79erp3786kSZMYOnQoS5cuBeC+++5j2rRprFq1qlFHudLSUsaOHcsZZ5zBZ599RlJSEjt27AhF5K1hypQpLFy4MLRutXZws54qRY2kHVBNYDQtavo5bAx02AgIOODxkuP1c/OWffwhI4lh0Yc4XCpqyOn6SDi3/5Wsi+2H57c/8c2WJ7n25KeOuM7WoKoqEy65sMF9uq5TUlTCyvsfJOOlBRRddAGJSS2fFh0Z0Z+KqC/RfVVolsNbpQJGAJPaNkbzgKFTRhQplo4ZTdgrBJmVBj/+bjgFlV5yy6rIrfBi0RTiIywkRVpIjLIQ2aTQbh8sURZ6Tu/TrLK635ApEtqJFv0nTZs2rc76I488wvz581m1alUw0dzevaxfv57o6GBW0kWLFhEXF8fSpUs588wzG6zz0UcfpUuXLnUES48ePeqVs1qtpKamtqS57UtI1MiElscTrjVrqFq/AaPKTfnHH2OKiw866+o6ns2bAbCdcAJCD07XFrqO8PuJu/RSEv7w+yNvgFY9/FRtGm+IUTEOlp4UzKd042/7eD+/lMV5wSXdasauqbw2uCc97FYUxXTElpoaRqSOYuOOvhAoaZP62hpN00hKSWLM/fdw4Oxz+O6557ngwX+0uJ7YjFPIqfqSsh3fknBC3YSbuqGzuWgz2wtX4SxfR7pnGSZ0TL0WMCxlFDG2mCO6hsKqUgw0UmxHd4ivuQQQmFAwqwoZ0TYyosM3E609cTtrAu918JfvTkirXw90XWfx4sW4XC5Gjx7Nrl27UBSljgXFZrOhqiorV65sVNR8/PHHTJ48mRkzZrBixQoyMjK48cYbue66uqbf5cuXk5ycTFxcHBMmTODhhx8mISGhtc0PPyFR0/Rbs6RzUfDov/Du2IHqcCB8PrTu3TFnZCACQVFj6dkT26BBKJoWnI2kaZS88goFjz2G8PtJ+NN1wZlKrUWtfsM1AkGBcxju7JHK0KgIBjoiWF3uoiKg82JWIXurvPSwWwEVRbRe1BiGgTvgoSrg5oBzP7H+HZQ5JrS6vqNBSloqq8+cTMrnn1J59x1EtnAKePyASfDzg5Tt/RZrn1PZkL+W/UWr8VWup4t/DQBx1UsNgV3X89MucBKDU0vFsA/l6lFzW9z2A5V5AGTY41t87NEgIEA7DkJ3VTllNOH2osWiZuPGjYwePRqPx0NkZCQffPABAwcOJCkpCYfDwZ133smcOXMQQnDXXXeh6zq5ubmN1rd7927mz5/PrFmzuPvuu1m7di1//etfsVgsXH311UBw6Gn69On06NGDXbt2cffdd3P22Wfz448/ojUS2dXr9eL1HhxXrqioaOmlHhk1MSLk8NPxhUkjetpU0h95pN6u9LlzGjwk9sLplLz+BoVPP03Vxo2kz5uLFtVKB8MaIaP7myVqukVYub5LMKbNqfFR5Hh8vJhVeLCAYjqso7BhGCz68Y/Y/HvRhA+T8GLChxlfKOZMDX4ljQkD/tqya2oHhlx1OVWffMi3H3/KORdPb9Gx1tg0TCVm9sa/zd6VbwNwqFdhgdKVgOogRd9Gz+GfU+zOp6ByH5XuvVCxklTn+xjGIy2Ob5PjKgZiyIxs2o/xSDhw4ABXXXUVBQUFmEwm7rvvPmbMmMGpp56K0+kEgn6SV1xxBU8//TRPPvkkr7zyCqqqkqtEIO55iJ6f/0xgyyYKn5+HZ892+t79BMkjT8OMggWwKQr/GNKVE7sdmwEEa/I+ySndR58Wi5p+/fqxYcMGysvLee+997j66qtZsWIFAwcOZPHixdxwww08++yzqKrKZZddxoknntjkP6ZhGIwcOZI5c4I3/OHDh7Np0yZeeOGFkKi59NJLQ+UHDx7MkCFD6NWrF8uXL2fixIkN1jt37lweeOCBll5e21H7jVly3KBarAhfy6xz1j59SHvgn0SOP52cO+5k70UzyJz/PNaePVvRgCOzELr0ugJGVS2kGLv5bOkAdEwEMGFgQldMGJgxlOB6V2MXWaZhKPaBqKoVVbVh0mxoWgRm1YpJi8BqimByxjiiLdGtatvRpPvQwXzVqy/eJe9DC0UNQERVMk6yQ+t5SibuiJNISRjDSRmnMdGewGsrfoeGwc8brubiM1YCYwB4bd0DOMuLWxWwL8dTAcSQ7khq8bHNxWQy8fTTTzNs2DDy8vIYMWIE55xzDt99912ozLhx4zj//PMB+OMf/8isWbMAuOOBR1nx5quc/ue7KUrMpPyWh9jw/iukoJKoqPiEwAOsihR8vbf42Bc10lH4qNNiUWOxWOjduzcAI0aMYO3atTzzzDMsWLCASZMmsWvXLoqKijCZTMTGxpKamkrPJm7OaWlpDBxYN5fLgAEDWLJkSaPH9OzZk8TERHbu3NmoqJk9e3boHwmClpouXY7ijAvpU3NcolgsCG/rZp5EnXEGPd5bzIGbbmLvJZeS8eQTRJ56assqCVlqWiemF+UUARBtCloaJ/S7kdUHumMY/uAigp9C+DCMAAg/Qvg5IAYyrt/N9I7r1arzdkTMF15I38fmsW3nHvr1ru/n1xRRtr44yaYocRaDMs9hQlz3erGfTCI47TpB1LVkB/yFVGmtGz7K97iJxIVNC1+0jrS0NNLS0gBITU0lMTGRkpISHI5gbK7s7Gz27NnDaaedBhDysQRIsMHorvH8a1J/IOjXdc1P/+Wik3owdWowdcbeIhenbNzRvCSVHZQqpw+rwyRTJLQDR/zLNwyjzjAPQGJicMbA0qVLKSgo4NxzGw9CNXbsWLZt21Zn2/bt2+nWrVujx2RlZVFcXBz6x2oIq9XavjOkakTNYabXSjoXisWC8LU+8JmlWze6v/02Obf/nQPX/5mE319L4g03oDrqRzFtkJCFsHW/O1P1g/fxvXloioJJgXjzFOYOyMR6FEP9dwROnnEBW555it/eeIt+99/domNjUk8mx7+MSZZBxMU3Ioi0GDAgyzG1zmbFX0hAa52lJd8XIF49ejFq1q1bh67rdV4YFy9ezIUXXljH0jRv3jzmz59PZGQkK1asaLAuQzf4amsB/96TDw5Ijzp2nYjd5T7scuipXWiRqJk9ezZnn302Xbt2xel08uabb7J8+XK++OILABYuXMiAAQNISkrixx9/5JZbbuHWW2+lX79+oTomTpzIBRdcwF/+8hcAbr31VsaMGcOcOXO4+OKLWbNmDS+++CIvvvgiAJWVlTzwwANceOGFpKamsmvXLu644w569+7N5MmT6zeyoyB9ajoMgcJCShYtQgR0UNVg+gCzmbgZMzCnty5zsmfbNgoeexzFYgklsBQIPJt/w9a3edM+G0OLjCTz//5N4VNPUfzyfyhb/B4ZzzyN45RTmnHwkYnpaUmx5Hr9BIRAF4KNziqyvX7+1CWJ/o6OOaMmXERERZE18Sy6f7iEz9esJvKGGzB0nYo9ezj75hsa9ecDiOt/FmycR+nuZcT1Pz20Pacyl/W5KyksWU2KfyvZ0Vdx1Yn38cb6ueiVP6OYYuni/wmAb5b2QkelSO2Jz9aPqUPuJ9He9OSIHb5IupuPznTukpISZs6cyUsvvVRn+7vvvstjjz1WZ9tdd93FXXfdxZNPPslzzz1XxzXA59d5c0M2dyobKLarmKyCaC8MST92A9e5nTLvU3vRIlFTUFDAzJkzyc3NJSYmhiFDhvDFF19w1llnAbBt2zZmz55NSUkJ3bt355577uHWW+uGO68Znqph1KhRfPDBB8yePZsHH3yQHj168PTTT3PFFVcAwWmWv/76K4sWLaKsrIz09HQmTZrEQw891LFj1ShKMB+PFDXthmfLFoqen4/zq68AMGdmopjNCENHLymlbPF7WHv2RLFasfbsQfzMmZgzMg5TKwSKithz3vlA0LJi6dkTTCaM8jJMCQlENjLTryUomkby7bdjP/kUsm+9lf3XXItqtyOEIH3ePKInT2r4wCO01JwYbWf+wG4YAnSCombqzzvwGcfBlJUGGHLjn/k1N5fE3TuJuz14L0sCss+bRtcejVuTI5K6o5VrVHp/C217ZdXf6OL+LzYgQkkj3z6Ryf2uQ1U1rKUfElBsuA+5X2gYpBg7wb2TrcUXMs5+Oo3hDlSxXU/jptj8I7rm5uD1ejn//PO56667GDNmTGj7/v37ycrKqrOtNldeeSUTJkwIiZq/fraZD4rLsaleRvoVLlUcnNotlp4JDlKij10RXVXhI0KKmnahRaLmP//5T5P7582bx7x585osUxONuDZTp05l6tSp9QsDERERIUvQMYdmlj417Yg/NxfnV19h7duXqCmTSbrxxoP7cnIoeuklDGclhqeKkkWvUrLoVWIvvhhUBUUzEXvxDGy1rIwQTHTnO3AAgIynniS6Opq2PzeXnRPPBMOg7N3FxF9+eZtcQ+Sp4+i66BXcq9fgzzpA6Ztv4dm6pXFR00qfmi2VVZyzbgdVxpEH2utMdO/dk+5vvcZPy1eye+NGAmVl9H3jVRJTDp8FXfOYCYjKgxv8eeSq/TjtxAVMrBVROWAEiKaE0oRb+P2QoAXbbwjy3CXkVe6nyJWNL1DBuLTRTZ7vh7zN+LEwPrlxsdUWCCG45pprmDBhAldddVWdfYsXL2bGjBl1/Id27NhBnz5B6+VHH31E//79Q/V8JQ66LmyMUdgoXPxftov4HQa//a51qSo6Au4KHwmZke3djOMSmfspnKgmaalpRyLPOAPH6afh2bQZ3+49ZP31FgAS/3w9toEDSbv//lDZgieexLV6NZ7ffkMYOt7ftlD6xhs4xo0j9d57sHTvjvvnn8medRuBvDwwmbD0POgUqzudYBjYhgwh0EQIg9YQccIJRJxwAhVffUXpm2/hOKWJh1srLTX5Pj9VhsG9PdNIsJhQUVAV0BSFSE3lhMhj9625LRg5fhyMH8fHjz1Npd2B3X74v4eiqIha4lI1qgiYEuqliHD5XCgIEoue4tWf8pk58iHMqkKXyAS6RCYAzUu8mecuBZLoG9eKWXMt4Pvvv+edd95hyJAhfPjhhwC89tprDB48mHfffZdnn322TvlHH32UVatWoWkaXbp04YUXXgCC4UGcfzoXpbQUY8332DO6cd1z77La6WL3MZ5PVw4/tR9S1IQTVZPB99oRRVFIe+AB8v75AIGCAhSzGd++fWT97VZ6fvgBqv1gSoDk22bVObb8o48o++BDXCtXsmvK2XRdtAgtLhbD6URLSKD7W29i6dr14LlMwX8lU0ICvn372vxahGFAdV4ia1M+O630qalxEJ6WHEu3iA48rNvO6EVFVERG4fX5sDaRDFYIgd/hIcYZ9IHZW76PNH0zzuR76pWNscXQZegnrP/1BnRfYb39zcUVCFo9Is32w5Q8MsaNG4fRiEVv9erV9ba9/PLLDZYdMmQIWVn1c2Rd8N9fiDGObVUT8BqYrfLx2h7Iv3o4kZaadsecmkqXF+aH1n1797L7/AsoeOJJUu+7t9HjYs47D8dpp5F3/z9xfvkllStWkHLH30m5715y75pN/rxH6fL8/4XK10QBVkxaq6d0H4rw+6lcsYKyxe9RuXJlSNQo5iZiX7QiPpIQAnd1fJqAOD59Z5qLUuUmvSCP3UOG4rQ7cEVGoUdEYNgiEDYrwmZDsUUQiFOwTTLYb93MrqXDiaICD3bGdWt4mL1/Qn/WKWYw3JR4yoi3xba4bW49gIqOuZH0GMcKJQjixbE9004PGJTkdsz8W50dKWrCiSp9ajoSwjAIlJZi69eP0jfeIOqsMxudUVS1cROBwkJizp2Ge/3PBPJy2TJoMASCYqFy6VKybr4ZVI395eXc9uUXFBQXY37rLd5ITEIIUS8uSXMJlJZS8v/+H2UffIheVIRt8GCS/347WkwspqQktMgmxuprRxRuJvP25PHMvqBzqekYfCC63W4GDBjAjBkzePzxx3nrrbdCUc0HDRrEokWLsFqtXHPNNXz77behuClLliyhV6+WxdU59d7Z/DZ+PJ7SUnwlpQRKS/G5qxCeKqiqQvV6USucOHaVokbbKRg7Hmt0JsKWzKjMs0i2Nz5V21BMdPV9z0frbufasQ1bN5qiSjew4mv1766jUKYKetH4zLKm6N69O9HR0aiqSlxcHMuWLWuy3x9//HFeeuklNE3juuuuqzexpTUUZwf9qIQu/dPaAylqwom01HQoyj/6mNzZs0Pr7jVrGhQ1RlUVey++ODhVuwaTKSRoanB+9TWOsWOZ9cXn3H7iCE7u3h1Pn9545r8QLNuURaUJKj79lOKXXiZ2xgzirryinrNyk7QiO3yBz0+vCCtP9u9CV9ux5wfwyCOPcEp1PwohuO2229i4cSMJCQlceumlvP/++1x22WUAPPvss41OSmgOCclJnDq98bhbLWF/xQF+yVtJalQv+sT1Y8iAORRtupCu3mXsr9hH1+iWOfy6DYGV1sdI6ihUmCCJ1kfi/eGHH4g8RPg31O9ff/01y5YtY9OmTZjNZgoKClp9ztqU5bsBOOX8zhOI8lhCippwomoy+F4HImriBEr69MG7YwfxV19N4s03N1hOsVpBVUn62y3EXnQRiqqiRkeTXp3KA00Dw8C7cxe/bd+G/bfNTH3yCUDBtfI7ChQFw+tDa6WoiTx9PPkPPYz9pFEtEzTQqjQJKsEIwifHHnuzNXbs2MHWrVuZNm0amzZtAqqH09xuYmNjcblcTQbpbE+Wbn2WLpXvUwGsO2RfsbuoxaLGpUOEcmzfb9z+AFUWhdRm5C07UhYsWMDs2bMxV/+fJicffkZbc/C4/KCALVKmSGgPpKgJJ9JS06HQoqPp8cH75D/6L0oWLcLweEi99556PiqKqqLFxxHILyBQWAi6jth/APQAwjAQgQClr72G86uv+d7pRKko5+wRI8gPBJgUFcX1ySkcyQiAJTODiJEjKP/wI2KmTWvhRbZ8SreqKNTYpJ7bl89/C8uI1DSiTCpRmkYfu41buocvQeKRcPvtt/PYY4/xww8/AEHn8H//+98MGjQIm83GxIkTGT9+fJ3y99xzD+eccw4PP/xwkwH0wklA96J6dnPANIxBfe4ip2I75ZW7SY4dwtDU0aQ6Wv6ALfBzVKMJt5THv91FVpUXryHwGQKfEHiFwKsb+AC/IvAoQJRCWmTrnNUVReH0009HVVX+9re/heKdNdTvO3bs4Ouvv2bWrFnExsby73//m759+x7xdQoRbMexPgx4rCJFTThRTdKnph0Rfj+V332HXl6B8HowPB6E14cWFYkWE0PZO+/g3bWT7q+/Xu9Yc3o6pa+/TmkD+0KYTCTMupUNDz3EqnffJSkujvNuvJE9t9zCgOamNQCyZ83C89sWhM+H4fchfH4MlwsMA8PjQbW1IFx8C6Z0v59fyg6Xh18q3FB9/301p5g4k0aKxUSlbvBefikAF6bGkdnBhqY++ugj+vbtS9++fUOixu/38+KLL7Jx40YyMjK48soref3117nyyiuZO3cuqampeL1err76al544QVuuummo9ZewzBYX7CO3/a/S0zlV2TgZF/cTYxMGwVpo464/oKAmWRTx7TU7C1y8bjuxCEMbAaYBZgEWISCxaRgFmBBxQF0d6lMHNm6NBErV64kIyOD3NxczjzzTAYPHtxovwcCAVwuF2vWrOGLL77g2muv5fvvvz/iaxWGOKKXGsmRIUVNONHM0lLTjrhWryHrxuqHlqqi2GyoViuKzYYWF4deXo4pqWGn3sxnn8OfnRWc1aSZUEwaqBqKSUPRNDCZMMXFUfbrr4w8+WT6TAoGw5t68cVszs3lnBa007lsORGDBxMxfDiKxYxisaBaLJhSUoJDYS0hlJ7j8GL6zm0HUKvj0ExJjMEQgnyvn/OTY7mnVzB9xFZXFePXbGOX29vhRM2qVat4++23Wbx4MZWVlfj9fqKiojCZTHStnm4/ffp0li1bxpVXXhkahrLZbMycOZPFixcftbYuWjubGOcXRFGOgzgKI39HYpeLuCZ1WJudo8iwcYK58vAF24Hscg8AC7pncmb/thnmaYiM6ojgaWlpnHPOOfz8889cc801QP1+z8jIYPr0YAb2yZMnc+WVV7ZJG4pzXBi6nEXYXkhRE05knJp2RfiCU6t7r1iOOaVlwyfmlGTMzYgaO2rUKAoKCigtLSUmJoZvv/2W66+/vkXnUiwWHOPGkfin61p0XIO0wKdGB/7ePYXrMpMo9usU+AJk2Mx4asUgKfEFxVGut+M5oM6dO5e5c+cC8Morr7Bp0yauu+46Xn75ZUpLS4mLi+Obb75hwIABAOTm5pKWloZhGHz88ceccMIJR62ttsqVOLVU4rr/i2kZp2M2ta2/hWEYlIhoUq0dr58ACiqD/4upUeGLgeRyuTAMg6ioKCorK1m6dCkXX3xxo/1+7rnnsnz5ckaPHs2aNWuaTKLcErZ8n9Mm9UhahxQ14UT61LQv1bOXagLjhQOTycScOXM47bTTEEIwadKkFs+uUSzmI8rsXYeQqDm8pUYIgYLCv/bk8dS+g/mCImv5mfxrTzA68srSSibER5Ns7djOj+np6aF8RCaTiUGDBoVE5hVXXEFRURGGYXDKKafw17/+NSxtWJu7ljJPMSeljyHGGpxGXGXpiaJXcnq3I88L1hAl3jK82Ei3hTfwXmvJdwd/32nR4cu8nZ+fzwUXXACArutcd911jBo1igkTJjTY73/84x+ZOXMmgwYNwuFw1EvM2VoGjk1n3+biNqlL0nKkqAkn0qemfamZkh3mAe6zzz6bs6tzQLUG1WINg6g5vJgWBP80hb4APSIsPNwnE4uicGL0wQfjxIRoVpW7eC+/lPfyS3lzSE8mJES3TVvbkJohBoCbbrqpQV+ZpUuXNquu8Wu2stXlYXBkBOk2M2lWC+lWM4lmE34hGBXjYGATaSN2bb2NJJHN93ss5DvO4cRe16FF9Cay7MOWXlaz2V8ZFKWZ9o7XNwBFHj+aLohzhE8U9+zZk19++aXe9sb63Wq18s4777R5O6oq/cQkHd9pRdoTKWrCibTUtIgLLriA5cuXM3HiRN577z0A3njjDebOnYthGFx77bX8/e9/B+Dyyy9n3bp1mM1mpk2bFhqG8Hg8XH755WzcuJE0h4N5gUDYRc2Rolgs7SJqbKrKZ4Xl9LJbidI0JjYgVm7ulsLN3VL4uriCq37dzRu5xR1S1LQVQgi2uoL+HxZVIWDAmrJKcr1+SgMHX1AGRUbQxWYh0WIiStOINKmYFQWrApmikH2Rl2A1RxJX+h4Fv35EBPFEU0aeq6BVM5sOR5arBHDQxdE6B9twU+wL4DAEqnpsRwpuDlVOH45YmWqkvej8v7D2RIqaFnHLLbfw6quvhtaLioq47777+O6779i4cSNLly5l27ZtAMycOZOtW7eyfv16fvjhh9Db2Msvv0zPnj3ZsWMH544bx0slJe1yLS2hbUWNCijN+t1NSozm+7JKfiirxH+Y9AhnJkTzz97p/K+wnJ/LO2/4d0VRWH1K0AdnXYWb3g4rLw/qwZZTB5N1+lA2jR3EPT3TODHajscw+MXp5rOiMhZmF/F/+wt4ds8urPjokzSSK4bfzdmn/oCReT9Vpi54seDT2yaFxqFkVwUdhLtEpYal/iOlxB8g8jgxWlc5fdijOpZT/fGEtNSEE9Ukg++1gPHjx7N8+fLQ+u7duxkwYABxcXEAnHbaaXzwwQfcddddTJkyBQCz2cywYcPIzs4G4OOPP+axxx4D4OIJEzj9xZdwfvElUZMnYaqup6OhWCwIfxs6eGrmw8apeS+vhHfzgtO1d7qDD9pPC8uI0jTGxUXWmQ1W5g+gANOSYrl/Zw6zd2TxxcgWBgU8hki3Wri1Wwq/uapYcKCQKE3j9h6pmFSFRIuJm7s17HRuGF6275hDdjYMjg86nVrNNib3vQr6XoVhGGGzVOR6qoimApupY1oIygyDaDq2xbStqHL6iYju2L5nnRkpasKJ9Kk5Inr37s2mTZvIzs4mISGBzz77jKFDh9Yp43Q6+d///sftt98OQE5OTmhaZ2KPHjgNnbx//pNAcRFJRzEmSUtQzGaErw3Fr2oC0fTvbnFeKYlmEyfFONjm8rCrysvvN+0FYPlJ/ejvCPoEbKms4oy12+oc+4uzikd25VCpG1ySGs+wah8cl67zfWkluhCoioIKoc/h0XZizcfG7casKtzZM40n9+bxRVEFPSKa99ZdWbmN7OzXSUg4nUhH/3r7wzn0kufTSVA7rgWtHIOY42BgwNANPC4/EdJS024cG3eZYxU5/HRExMfH88wzz3D++edjtVoZOnRonQiwQgiuueYabrjhBrp06VLvePvw4WgJCVh69sSocB7NprcIxWxGBNrwd9KM351VDToE/7/BPfAbAqeus83l4YL1O6mqFWOjrNqP5KHeGUSbNNyGweztWfx7fwEC+KSwjA+G9ybWZOKm3/axorThv/PlafE82b9rm11iuHHpOv/akwfAnGuu4o+rf6jj69VQ0kxdd/O3W3JQlFWo6liys7O54oorePrpp9m7dy/XXHMNxcXFZGZm8vbbbxMTE9Nm7S3wqyRp4RnaagsqVEG340DUBHzBcAgr3trGL98c4MTJ3eh3csccEuysdP5fWXuialLUHCHnn38+a9euZeXKlaSlpdGnT5/QvjvvvJO4uDhuu+220Lb09PTQUFRZWRmxsbGoDgeG233U295cFLMZ4W9LS83hf3dWVcVrBMWLWVWIN5uINQUFo1HLv6bmBnF6fBSXpMVzbUYizw/shgB+lxSDVVUYt3org77fxIpSJ7/PSGTz2EFsHHsCv4w5gZ9HD+SC5Fg2OcMXvt8T8FDhrWjTOrdVekLf90y+gOf/38LQek3SzOXLl4fyTb3//vsUFS/j6WfSWfBiBhs2bKBfv36cf/75ANx2223ccMMNbNy4kSuvvJJHH320TdtbqFtJMXfcrNCVGsQfI5a6I8ESYeKiu0Yy9sI+lOW5KTzQcV+mOiud/1fWnmhmGXzvCCkoKCA5OZm8vDzeeecdVqxYAcALL7zA+vXr+d8nnyACgVAsmqlTp/Laa68xdOhQXn/9daZOnYpaVHyciZrmWWpqB9kD0Kr9aPRaoqZmm8HBbRckx/JeXgn/KyznmoxEhkfZ8RoGa8pd/KVrMgmWureV4dF2PisqRxciVN+RsnzfVxzY+yyGYiIz8CsAEX0XMibztDapf3i0nS9H9mV5iZM5jOSmDT+hlTjx6AZWVWkwaabZHBRWvXreRnZ2Nnv27OG004Lt2bJlCxMmTABgwoQJPPTQQ8ypSZDaBhQZDlIsHfNeYxgGLrNCgnZ8PG5SukfjiLHw3TvbyegT297NOe44Pn5l7YX0qWkRZ555Jr/88gsul4vMzEwWL17Mk08+yebNm9E0jccff5z4+HgA/vKXv9CjRw+GZ2SgV1ZyVUICF6akMt5sYtbu3XSbP5/UiAieP/U0PDk52IcPb+eraxzFZMKoajtLhl8xsddZyfbCMgwRjEcjEIjq74YQ5Hj99USNWq03fq2soq/DRqzZFLLULM4rJVqrwKXruHQj5B8Tqalckhbsk5kZiQ22p7fdhscQbKqsYmhU2wSHO1D0PfH6bgpsY8g1+pJmbGf/jn8wIvULrG3gLKsoCkOi7AyKjGB0bCTPZu9gsa5TqRtoisa9TzzJwEGDsFcnzTz19NP5ZV8wUGGFt4xPlizmwgsvDPnRDBkyhPfff5/rr7+e999/P2RNbAu8AS8VIoo0q+fwhduBUpcfXVNItB0/zrOVZcGhwMj48AUblDSMFDXhRPrUtIivv/663rbG8vMEqn1Qch94gLL3lhBz3rmYU9NQzGbe9FQhPF6Mms/u3Yg6MzyRXNsCxWxGONvOTF2kCz7JL+bRasffxph0SLyZ6Gp/pXt3ZLPJWcXTA7qSYjVj11T+k1WIXVOJ1DQcmopDUzk9LorT4qIO254ay82Te/NYNLhn6y7qEAzDi1NJ5NoxwSiwP+evR998MR9ueoZLht3RJueAoKPzqBgHXavzXk1Zt40cl5vip54jesHb/G5AHz6742+k3juXuIljmA+sylvHu+9+H5qFB/DEE09w4403smDBAn73u9/haEHC08OR7SpAKCoZEYfvi/YgtyIotlLsbeM8qwcMKtx+UEBRQVNVLGYVi6Z2mMzY7vLgbEZHTMecjdaZkaImnEifmrATO/1Cyt56m/L3lmA/+WS6LXolbOcSQlD45FN4d+4MZv32+VAtFhSrDcVqRYuKJOmWWzAlJuLdvZvyjz5GtVlRIiJQ7XbUCDuqw44aEYEaEYFit6Pa7Qhdb9PhJ13RODHSwpZxg1AIPpgVqv1jFFAJrlvUug+AZKuZtaMHcv3mvVRVW3EybBZ2nTr4iB4WQ6PsZFjNeNswyZ8w/BjKwTf/E1OGs3D/JXQtWcCnO3pxTp8L2+xcAAMcEaRbzUxLikWU5PBhtIPytAz2+3SGTTkH189rmTP8ZgrXR1NUaCIrK4sxY8aEjs/IyOCjjz4CICsri88//7zN2pblKgRUMhwdM2RBrjMoapIj2+YBf/HcFaxzNTycrIrgQ00DNBQsKJzZNZ67Lx9KbFzDVpNyp5fLn1hJnM1MerSN9LgIuiY56J4eSa8uMcS0Il+Vu9yLoipERB4/1qmOghQ14URaasJOxOBB9PryCyq++ILCJ5/Cn5/f4uSVzcWzcSPFL72E/ZRT0OJiMVksGD4fwuPFn52Nc+NGyha/h33kSNw//QSAlpCA4XYjDjO8FDFyRJu1U1dMmIROXAsdM10BHV0ITIcImLZ4+023Wto0sLMQXnSl7pv/jKF38cXKL4k9cAfb4vrSL3Fwm50vM8LCidEO7u+dQY5d4T/bt/LrkC7ExcXx5/88xYCRwzg52sq3VLB++W5mzJhR5+9WVFREQkICiqLwyCOP8Kc//anN2pblLgPi6RIZvuzXR0KBqybvU9uImv1uL4NtNqYNTgMBuiEI6AY+Q+APGPh0A79h4NMFWSVu3ttfxKfzlnLb2F5ce279+EprNxWw2eMBjwdHaSWu/XXFt01ArKqRYDWTaLeQFmUlI95OZpKDnulR9MiMJjqy7m/RVe7DHm1BUTuG5eh4QoqacKIePgia5MixdO1K3KWXUvTsczg//5z4q68Oy3mcX36JlpRI1/+8jFJrajkErThFzz2HPy8fEfATfc7Z2EeNIu6yy4L7DQPh8WC43RhVVRjuKgy3C1FVhVFVhaVn2wzLQFDU7HO5eWXTXv7aLTkUK6bUr/N5UTnZXh//7J1BF1vdG/GVG3fzY1kw1snFqW331r/J6WZthYv/DOreZnVi+EjXtxEwApiqU0NEWiIZfdIn/LBmKiUbb2Bf19s4KWMCsbYjmzrdkK9XQ0kz810FAKz+cgOLFsyqU8c333zDfffdB8C0adP4wx/+cERtqk1ulQuNaJJsHdNSU1gVtEKmxbSNf0mh0BkeH82fLhzYrPJb95Ux6//9xCPf72T8qDR6pNUddq3xe3r94hMZd2Ia7io/e7Od7MmpYH+Bi+wSN3nlXvLdXnaUuVlb7MS9r67wiRAQq2kkWMwk2S1YXTontJFlStIypKgJJ9JSc9TQoqJwnHYa5Z9+GjZRo1gsKCj1BA0ErRlJTWR9VlQ1NNwUbmKtVnwBP/8tLOO/hWX19seZNG7bup93hvaqY00o8euckxjDlekJDI5qu4R8r2QXk2Y1Mzmh7eKyoEUCsKN0GwMSTghtTo9MJrP/M7i2Xgn7bmfdvuD2LNNwRg58gBMST2iotiZpyNdr9OjRXPnHq1mXt4b9xWt5Y+21xPp3Ewu88fkbjEgdWaf8JZdcwiWXXNLiczeHPK+POCrQOmhepUKPH6shiLAc+eOmpCLogJvva/59tX+3WF65cTRnPLmC+17bwOt31J0hl10YFPJdU4O/KXuEmYG94xnYO77ROl1uH7sOVLA3t5L9BZVkl1SRV+Gh0O1ja5mLAl2nOELh5pZeoOSIkaImnEifmqNK9Dlnk3Pb7eyZcTERQ4YQMWwoEcOGYWkgMF9jCF2nbPFiPL9tQXg9CCHQomNQNI2KL75Ab0OH3nARb7UyMzWGUaP6ERACXQRnPlUEdBblFLGhoopvSyvZ4KxieK2M3LoQdI2wMCEhmo8KSsn1+Em3WehiszAsKqJVw1Dl/gBL8ku5uVsypjY0xffJuBDv9g9B1I/Nckr6aJyJv7Ihfx2FlbtxFSwhM7CeX7O/bJWoqaGgMosNeT+SV7IW1f0rScZuTOgkYqfUMhB39CQ8WjSnJQ1r/YW1gkK/IFELXxygI6XEH0xm2RYUVAuQSwent+i45BQHV/RL5cVtuTz62i9EmFV8ukEgIFh3oBRFQEZy8523HXYLQ/olMqRfwzP+pj23kt4ZbSjiJc1GippwIi01R5Xos89GVFXhWrMG18qVlL7xRp39sTMuQo2MQjGbg4vFcvC72YxiNlH23hKqNmzAOqA/aoQdFPBu2YrQdczp6SRce037XFxLUE2oIsAJkXWtLTM27GR9hZsLUuI4NS6KYYdYY4SA/5dVxJu5xVQE6oqFN4f0bFV27nfzSvELgyvTEups9wQ8fL4zOLPNanJgMzmwmuzYLZE4zJHYtAgsmgWrZsVqsmBRLWjqQQtZTevq28yCRFkcnNrlNOA0crtM4bc1Y4lzdGtx+yE4tLho5SV08a9DA6xKKi7rYCpjptM/+RQGJAxEVdvvVloY0EjUOmaMGoBSXSdatI2gPZAfFDU9qq0qLWHW5UP47MFC5m/OCm1TRfA31MdqQTO1naWr0OklqRUOxpIjR4qacCJFzVFFUVViL7qI2IsuAiBQWop79RoKnnwS//79uNf+BIqC8PvrLj5fMEu2EJi7daXba69iHznyMGfruFT58qjI28HOHzaioAXnvSoqk92C87vP4YqeDVuu5vXNZFPlwTf+iQnRRGoKj/1wF749VWzKs6GgoSgqKMFPRdFC51BqttWUQeOL/L78LukEkq11Z4GsyfmeqJx/htYNoKp6KW7kugKYKIi5gqtG/AOjOjmiqjRtAfhq9yeU7HuUOFR6Jwxp+g/XCJUBnRT/r2RHTmdsv1uYEJ3RYaYOAxTpNkZ00Bg10LbJLHOKg7Oeuqa2fPq6zWZi6YNn4fUGsJhVTCY1LPm4DENQVClFTXshRU040cxS1LQjprg4oqdMJnrK5GaVF7oOaseJddFa/IYbTTORmnIeAgMhdFw+Jz3cb1O073ZeOxCDQEUoKqBiaFFcOOo5To2P4tT44MMiYAR4Y+VlROh5TCUHKsCrngzCQKAjRLDeg+v1t3k82VxODCn9V9Rro8dfiQb0GrEUu9lOpa8St9+F21+JJ+DCp3sI6F4Chh/d8KMbXspLV5JZ/iqr9p9CdukWUgG1geGn2hzI+4RuIgdP18fpHde7VX/PPHchFvx0TxpLr5jMVtURTkpEJCmWw99nckrd+HRB98SGh1mKnV4+3pLPRYPTiIpou6nIFQgylMZsagf5/PsDLFi+MxgkUgh0EQwUKUKfghJ/AFVASkLrfL7MJhWzKbzJJsuq/AQMQZJ0FG4XpKgJJ9Kn5piiIQfgYxJFwaxF0qvXwZxYuqHzhltD9xcDotoXxUANlNDV+x37y/cxKGlQqHylz0Vm4GcOmE+iynY6E/vfQGZURoua8crKmVj9BxgdW/ch6gl4KStZQQIQZ40lxhZDsj3psPXtLB3PrvVn49p5A6lAAI0Ye9PJAs8e8k++X7uBwIGn+NaWzNj00S12qC1wBYcr4uwt8+M4Grj9LpxEkWoLWmpqfJhOiY1kYPXwo1GdNf2yb7exLVqhp1MwwW7n0gGpDKrl9/H4qr0sNFWxbnkl/z67eTOLmkOFJhh0GFFTWu7hz/8NprsYaLYEYyspCmalOtO7qqIqEGc1MyUpsk2HitqaQmfQmVlaatoHKWrCiRx+krQHihp0kKmFpmrMHPlgvaI/ZH1H1fZrUJWGHxJJqRfwuz4Xt7gJWc5s0nyrKE+6JWTi31a8jVV73iC64n8kUEaRko7D0nznzN5xvTCP+IYyXwU+IYi3xpJwGFGTFpnKsGGvsX7DNfi3z+TT7ZEEkv9EbGRPTkwdQ0wzpnuXu3OxAimRB600O0p3YDc5yIhqX6GTVRnMJP6TJ46y3bm8mlNMsT+ACpwU48AnBNtcHhYP60WuReAIQDQKC3Hz8vY9xG8w6KdrnBhlZ2WVG6IU2sj9JUSlWSHpMHmf/vvdfgBm9k3lwd+3Xcym9qBG1CRLUdMuSFETTmTuJ0k7IBSlwVlBDZatTlTZmKhpLSt2vkYcJib2DsbpeXPD46SUzCceByWRk+nW7TLGJw1rsdWkW0wXWuru2zuuDz1PX8GyvZ/i3TeHqIJnMAp0PsibxjWnPH3Y433eoKj5/NeHMAw3Fn82KcYeANYTQYnWm0vGvos1zMMaDSH8RUQKH/8tjSK+sogpiTH8rVsKS0uc/FhWiQB+rnDzanYRHk1hpubg4XP7UurysmRTHj+6nWxW/Mw3KjGigmpmidXHrfmV9E5puTPuoTjdPjxmhWRr03+brCIXmoB/XtNxc7Q1l8LqDO+JcvipXZCiJpyoZtA77qwESWdFqWepaQy92pLYlqLmi51LSC19if32c0iICMb6yIgbRmWJjQo1hdP7/YXuMa2bidRaVNXExJ7nQs9zcQf8vL/yXOLdy3hl5RWotp4kxgxlSq/pDTqOpsb0ZXtBLwxfFqgR+GyDyLOehdkcjav8J7p6l3PAeYDecb2O6jUBmMuyeCZwL90T/kev/pnYHEHxMN1m8LsoK5VlHj6jjLfzSsGskFrtsB3nsPLHk7vxx+p6Kr1+ftpXxiNbs9kYBRvzKtpE1GSXBB3P0xxNP+Dzyj1EKeFx3D3aFDq9RFlNRFg6yXD2MYYUNeFE+tRI2gNFAZobFyRYbs3e9/hhZykA0VEDURUTrUmPqBs6pQeexUwcY/r8JbT99G5n8kvE61RtvoH166aT1+85TskY00RN4cNuMtOj92x25n4Gnt1EOL/GWvEmX6lmJvc6r175UzLP4JTMMxqsa3X2D1RuW86aA5+wvSiTkuyXMBQroBCdPJ3zB8wM67W8u6aEFzY9DmxhinsnZ2bE4yr3UlniDZUZOTSC/UlmfCYYMzy2wXoirWbG903CqxtcnZdLahsNnWSXB0VN+mFSJBS6fMSZOocIkNO52xcpasKJagKhB9+aj/EZNZJjCEVt9vCTUV0urew/OInBggdr5fsA6KjERTTts3IoS/d+RpLIwtZ3If0S6ubZGZo8nGT7h3y97jrKtl3Lh877OL//lS2qv60Ym3kaYzODkWU3Fu9i9y/TKSn4EhoQNU0xKu0k3t/RhZSiZwFIA0qUZOJFAVnO+nmG2poCcVAIJKbaiYq3UbjPSXK3KE6/vB/2aCt/tKrs+rmQHsMSiYhsehgoP5SnqW1SGuS7gpbq9OimZyuVef2gC/bnOOma3jGzjTeXQqeXRClq2g0pasJJTUAuQ4fDOMpJJG2GokArIri64y/HWb6CdP039jvO5dIRc4gwtWzqbM6Bl7EryZzoaHjqc1pkKheNfZe3195O15z7WVTxCxef+GCLz3OkuPxVfLX7Q0ryl9AlsAETVhJiBh3+wENQVRPnnfolFb5KhDBQVRPbi3/Dte0qeqf/Lgwtr0thpYFV8+PVzQwdmcbkSb0QhgClbiLSgeOa59Bc6A6KmtQ2ytNU4Kmpz0pRaRW7c51UVQXweHW8Ph2fX0fTVLZ5vBgKnP/sSn6ed3abnLu9KJQxatoV+aQNJyFR45eiRnIUUWnu8NOItDH8r/yvGIaPU3teyv6Kk9hXtJoxXc5tsdBw+6tI0zejYfDb+vPpNeHXBstFmCK4+uTnWLL5BVIKn+GdnxWuOelfLTrXkbJ41bV08a+l0jQIf8Y/mNBzOhHm1vmQmDVLyHcIYFvOJ0QTy+np4R9eK3Sp9I6vZHNhHMs25zPxpAziY1svSEp8AdBg1Je/AJCiq3w5dUg9X5f/bsrlnn25+BTQFTBUhYAChgqGEvz1GQqgKNh8guXfHeDWzzfjbcxgXb09/TAOxccChU4vfZKPbWvTsYx80oaTmrDu0q9GcjRpweynKIuDS4fcElrvEp0ZGpZpKXZzBANGLmPFzldJK/sPhmE06vipqiozBt/IK9+tQPHsatX5jgRL1Cj0knUM6f8gQ5KHtlm9hmFgr1xGmeO0UPbwcFLstjK+l5/iYo1P80v5bO43dDObGZEWw4xx3ThlaMuGDy/tn8Kmn/exV4VSi0KhHTKW/cLjsYlcMeJgJOql2WWUmxXO1a2YFAUzYELBJBRMioKmKKgKaKqC7vZy69LNZFgt3HFmXxwRZiJsGlariY27Srh7xXYAHj29HxdPaZmz9QUXXMDy5cuZOHEi7733HgBvvfUWc+bMQQjBoEGDWLRoEVarlW+++Ybbb78dwzBISUnh7bffJj4+npdffplHH32UnTt34nQ6iYw8Mgdp6VPTvrTI1Xz+/PkMGTKE6OhooqOjGT16NJ999llo/65du7jgggtISkoiOjqaiy++mPz8/MPWm52dzZVXXklCQgIREREMHjyYn376KbRfCME//vEP0tLSiIiI4Mwzz2THjh0taXr7EBI1clq35CiiKCjNnP3U1nSJziTSHnz4+Qxfo+XKPeW8snoWXfw/YY4++g7D0wfdRKmSxoat92MYzROAzWF9wc/EiwJ6pJ7TZnU2hmEYlHocpMfaWDVnCv/7w2huHJxJnNXEJ/uLuP6tn1tc5+DMWFZHCfIdKj5z0HwiVIWd5XUTZhb4AyR54bmzB/LUlAH8a/IA5kzqz4Nn9eMfE/tyz4Q+zD6jD2fER/Haqn0km80s+ftpTDmtG6eOSmfk4BQG902oM0kvPdne4mjet9xyC6+++mpoXQjBbbfdxvLly9m0aRMA778f9BH729/+xttvv80vv/zCiSeeyIIFCwA4+eST+fLLL+nW7chn5PkCBqVuvxQ17UiLRE1mZibz5s1j3bp1/PTTT0yYMIHzzjuPzZs343K5mDRpEoqisHTpUr7//nt8Ph/Tpk1r8qZRWlrK2LFjMZvNfPbZZ/z222888cQTxMXFhcr861//4tlnn+WFF15g9erVOBwOJk+ejMfTcfOdAFATRbOZb80SSZvQQPC9o4lJDQ4heAMHZ+D4A35WZf/A6z/P4dUV57Lqh1GkuT6hLPVuLh92W2NVhQ2byUZyj3vICGzk053vtlm9m7P+i4soRmec3mZ1NkZhRTEBw0xabDDR6Al94vn7lUP54L4JTEqNQ2llvqXPe3UH4GSnwld9urNiQC/uG183xUSRoRN/mCh9+UVuLnv9JyJVlfdmjSOugQd9hfug8O3SiiSV48ePJyqq7lCPEAK3242u67hcLtLS0oCgj5HT6Qyet6IitH3w4MH06NGjxeduiMJKGXivvWmRfXTatGl11h955BHmz5/PqlWryM7OZu/evaxfv57o6OA/2aJFi4iLi2Pp0qWceeaZDdb56KOP0qVLFxYuXBjaVvsHJoTg6aef5t577+W884IzE1599VVSUlL48MMPufTSS1tyCUcXaamRtAOGZsKst99vzqQGY6F4dB8xwM9569i+ZRZJIosY7BRZTsSZeDsnZpxFz9i2eZi0hjO6T2Zh1jhisp5gZ9IodpduprD8t6DDr2ICRUNVTDhsyUzrd9lh6zMMA6tzGcURY49KIL4DxbkApNd6Aawhx+khydK64a9+qZGwU5BiMpNV4SUhwlxvGLFUMejVxONjX04FFzz7PQEFJnZLICXe3mC5q3/Xl6RYG7GRVrpntDwL/KEoisK///1vBg0ahM1mY+LEiYwfPx4IjjRMmTIFi8VCr169eO655474fIdSUBF80U6OahtHa0nLaXWkI13Xefvtt3G5XIwePRqv14uiKFitBxWqzWZDVVVWrlzZaD0ff/wxI0eOZMaMGSQnJzN8+HBeeuml0P49e/aQl5dXRxTFxMRw8skn8+OPPzZar9frpaKios5y1AlZaqSokRw9hMmMqrefH5dJC94DvLqXb/Z8RsFvl6MrFiL6LmTKaT9z7bhFXHTCn9pV0NRw+qB/EkEl+9ZPQtt7K1Glb2Mv+wB76dtElrxKdPEL2LPvJacy97B1bSraRKLIJjPl6MzeyS4pAiAzvr7fTKkvgN8QXPjQMqY98A37c5zNrtft1VEEfBzh59r8XM7du58tuXXvn2UmSDI3LGoKi91c+u8f8CF4fGJ/7p3ZuM+SPcLMRWf24sxT2iZRqN/v58UXX2Tjxo3k5OQghOD1118H4KmnnuKrr74iJyeH0aNHM3fu3DY5Z23yK6otNYeJyyMJHy2W8hs3bmT06NF4PB4iIyP54IMPGDhwIElJSTgcDu68886Qk9Zdd92Fruvk5jZ+Q9i9ezfz589n1qxZ3H333axdu5a//vWvWCwWrr76avLygrlNUlJS6hyXkpIS2tcQc+fO5YEHHmjp5bUt0lIjaQcMkwV7RSWegnXYko9+Hh2zaiEAfPHrP4j078ZQuzF93EdHfdp2c+gZ24Os3v9HhaeQAUmj6BHTvY5V4vNdH8O+W5v19vdr1ifEYmdi14nha3AtckvLUTCRkZBWb9+1p3TnvpU72BsIxomZ+fyPLH94UrPqTYiysnpYP4oqvfx3VyHzFTdvbM4leVcRZlXFrCk4LQppWn1rVGWlj0ufWkmprrPoipGcPCSlgTOEjw0bNmAymejatSsA06dPZ9myZUyePJktW7YwfHgwDcOMGTO4//772/z8hU4PJlUh3n7sz+I6VmmxqOnXrx8bNmygvLyc9957j6uvvpoVK1YwcOBAFi9ezA033MCzzz6LqqpcdtllnHjiiU2GvjYMg5EjRzJnzhwAhg8fzqZNm3jhhRe4+uqrW31hs2fPZtasWaH1iooKunTp0sQRYaAm9Ly01EiOItaBl8HW9Xh2fdwuouaExCF8mXUyDr0AoZiJSp3ZIQVNDad1ndDovoDQMQOWZsxk0iq+ptA25qhda165i2irCau5/lDHVVP7UurykZnk4PGvt1MSaJnlrmuCna4JdvaXe9AKXLysVYG/lrOwqlCWW8kNT/0QnOWkKKiKwsZCJ/v8fv7v/CFHXdAAZGRk8Ouvv1JaWkpcXBzffPMNAwYMIC4ujsLCQvbs2UOPHj345ptv6Nev7YMjFlTPfFJVGWy1vWixqLFYLPTuHXQaGzFiBGvXruWZZ55hwYIFTJo0iV27dlFUVITJZCI2NpbU1FR69uzZaH1paWkMHFg3zf2AAQNYsmQJAKmpQdNqfn5+yLGrZn3YsGGN1mu1WusMhbUL0lIjaQciek4F7mg3Z+FERwqXj32zXc7d1ujV/7tfbH0RzRyDophRVDOKYkFRzWiqhXiLnUpfOcnGPvzJfzlMjW1HvtNPQkTjueX+ekkwmOBHP2Wxq9zdqnOcPySN80nDrxt4Azq+gIEvYKDrgjM/X45A4FBUDIKxaUwKPDZ5AJNHH50XyDPPPJNffvkFl8tFZmYmixcv5q677mLMmDGYTCYGDRrE9ddfj8lk4vnnn2fatGlomkZGRgaLFi0CYMGCBTz00EPk5eXRr18/LrnkEp588slWtaegwiudhNuZIw6kYBgGXq+3zrbExEQAli5dSkFBAeeee26jx48dO5Zt27bV2bZ9+/bQ9LoePXqQmprKN998ExIxFRUVrF69mhtuuOFImx9e5OwnSXtQMy22HWdAdRbSonqynyQcZe+iEcCEHxN1X1J8gAVw42B818lHrW0FlQaJjsPfW8o9fqJakVfJHzDw+3VsVg2zpmLWVKh+Xn+3LocqRXBN71Smn9qN8kofp46oH7V4f46TSrcftzdARpKDtGRHi9vRFF9//XW9baNHj+amm26qt/2iiy7ioosuqrf9+uuv5/rrr2+T9hQ4PSRJJ+F2pUWiZvbs2Zx99tl07doVp9PJm2++yfLly/niiy8AWLhwIQMGDCApKYkff/yRW265hVtvvbWOmW/ixIlccMEF/OUvwTeaW2+9lTFjxjBnzhwuvvhi1qxZw4svvsiLL74IBL3Z//a3v/Hwww/Tp08fevTowX333Ud6ejrnn39+G/0ZwkSNyVpm6pYcVWqGe6WYPlJOSjuRk9JW1dkmhIGu+3DrXgq9bgzdhy68xFpjibK07UO7KYpcJgalHv7e4vTrJEWYW1z/Kfd+QTEG0zMTePIvp9TZ98maLACW7ivmlZ15KAKm/3iA2y8ehKoqaJrCok938NzGA6FjEhWVn+Ye2ykQDkd+hZdhXWPbuxnHNS0SNQUFBcycOZPc3FxiYmIYMmQIX3zxBWeddRYA27ZtY/bs2ZSUlNC9e3fuuecebr311jp11AxP1TBq1Cg++OADZs+ezYMPPkiPHj14+umnueKKK0Jl7rjjDlwuF3/6058oKytj3LhxfP7559hsHVwR10zrNKSokRxFQr5c0lITDhRFxWSyEW2yEW2Nabd2lFRFkBJ9eBfmioBOH1vDU6rrlKv0kZVXiaqC12dQXC2KKzz1/XFuOLc/+oeC73PKGO6w0yvezpL9RSx5cnm9shMSoil2+8nzNB6MsbNQ4JTDT+1Ni0TNf/7znyb3z5s3j3nz5jVZZu/evfW2TZ06lalTpzZ6jKIoPPjggzz44IPNameHoWZ2gN75/5klHQdFippOT5XPg9PnIDXm8LfwgBB8k1/GtAe+4dQeCYwblMLw/olE2Otab86bt5w9gfovYEmRdR/Sut8ge1UB143sxmMnnRSKAnzxxnx+21uKEGAYMO/HXfgVWFocnA7e19K5ZwQFdINil5eUNspwLmkdMvdTOAmJGmmpkRxFQqHmpajprGQX5wCQHnt4S9Er14zi3RV7WJVVxgubs3n+t2wsAgbYbUzok8x5p3Wle2YMhf4AY+MiuWhUF3Qh0FSVW7/8jaRaMVcCfp0FN68IresBg4Fjg740Jw1O4aTBB2c8LV6fhUVVOalrHB6/zuQGfG46E8UuH0LIaMLtjRQ14USrfhNa+x8o3glJ/SGxL9iOPHKm5PjCtesDfBsWIlQtGPw+JFyU4HdFrd4WTGYZB9JS04k5UBLMqZeZkHTYskP7JzK0f3DyRlmFlx835bNycwEr95Xw1K/7eerX/aQqGi4EQ9NjuGBicLbq3uwK+BK25zl58YMtmFSFTSuyMcwGigh6bsWVVLJjxV5MmoKmqmgqqErwe6HXz/DEKO69dnjY/g4diYKawHvSUbhdkaImnERnwgnTIWsNbFxM6M05Kg1sMUFHYkUNftYsNUMHNQ+tmgfV4T4bLdtEHTX7hAj6/eiB6k9/cMaWoh58WCpq9bGHbAvVqdZdr30NTa43to8GyjZzvSVlm1xvAmFAxghI6H34sm2A8e2jxO3bgt+kYNSJgSFAVLdcHPyz+cwKXruN8opfahUVdY+rgzhk7ZD9DQikUJkG6xVNllNVCyZTVGjRNMfBYTPJYckpKQGgS0JGi46LjbZy9piunD0mGJwuu6CSj7/bz/fbC1GdHsaccNDSYtZUzAI+Lyjj84Ky4EZL9VLNku+bTizcrZH0CJ2RAmd1igQZTbhdkaImnJgsMKM6p5XPDcU7oHBbcPG5gkH5jED1YgQFhRAEH1RNfVL3+6FlQglEm1kPStCqpJrBHAHW6GoRI4IPb2EEy9f5NILtrrf/kBk3dc5Dw+1vaF+r10WdTa2u63AUbW9euTaiJmXfrwOjKYtt5kyWitfhp9fD1qa2RtMiMZkiD4odLRItJHwiMWlRtYRQrX3awWNUtXP7bdSQW+bEolmJi6yf96klZCRHcsOFA2koOEZGaiSbH5qM12/gDxjofoOAEPh9OoGAQUAX6LogoAfj1vh1A8MQGAJ0wwAURg4+vCWps5Bf4UVRIMFxfPwGOypS1BwtLHZIGxpcJMc+lYVQkX1UT+kTLvpGxRxiSWrk+yHWpsYzNh+yvdZx9Y85xKIFISfRpsopDbTXMLwEAs7goleGvuuBylrbnfj9pVRV7T+4X6/EMOrGxaqNqlrQDhE/QeEThVZbMB0ihrTa5TR7I9fVcSh0eoizBZqM1t4WWCwmOrl/b5tR4PSQGGnFpEmLY3siRY1E0hoik4LLUeQQy/9xi2H4qkVOJQG9RgxVr9cSRDXresCJ21d0cF+gEl2vbOIMai2LUXS9T7Mpuv5288HtmhaJ2oy0CkdCeZVOlEX6THUk5HTujoEUNRKJ5JhCVS1YLAlYLAmtriMYQM9VS+g461iO9FoCKBCowB+oqGUxqqi2GrkarV/THLVET43gqSuCTLXE0aH7DzeMVuYRRNtkcMWOhEyR0DGQokYikRx3BAPoBYeeWothBNB1J35/RUjoHBQ9QSFUe7vHm0vAtY2AP7ivKWuRqkZgNkWjmaIw1xNB0ZS7I9GJ5r+/5BAdYSbaZqr+NBNlM2EztzwtguTIKHR66J8qZ7a2N1LUSCQSSStQVROqGofZ3DpnXSF0AgFXSAQFaokgf0gMVRCoFk1ebwFu1278gQoSbBP5ISeTm99a32DdFpNKtM1MdISp+jMofKIa2FYjhmp/t5nVDu9X1NEoqvSRECkHiNsbKWokEomkHVAUDbM5GrO55W/3Y8eAYQhcvgAVngBOj5+KqgAVVX4qPP7qz+C60xOgwuOn1O1jX7G7zn7daNgvx6wpzRZDUbWFUXUZu0U77kRReZWfmFbk2JK0LVLUSCQSyTGIqipE2cxE2cxARIuPF0JQ5deDYigkdPyhdacnUG9bdmlVSCxVePz49YZFkaYq9cXQIcIoytaASKr+7rCYUNVjRxS5fQEqvQEZo6YDIEWNRCKRHIcoioLdYsJuMZEa0/IouEIIvAEjJHDKa4mjGutQXcEUIK/CE7QqVQsjb6BhZ2dFgShrfQtQo2LoEPEUaTOhHUVRVOiU0YQ7ClLUSCQSiaTFKIqCzaxhM2sktzKJo8ev1xJAjYmh4LrT42dPkavOtiq/3mjdNaLo4PBY42Io6hBLUpTN1KJ4MwXVoiZJzn5qd6SokUgkEkm7UCOKWisGfAEDp+fwYqjGMnSg1E1FzsEyLl/joshh0Q5rGaoRQ9vygpnI5ZTu9keKGolEIpEck1hMKgmRVhIiWycmArpBpTfQqF9RxSF+RTnlHrbmOUMiyukJhOqKiTBLR+EOgBQ1EolEIjkuMWkqsXYLsfbWTcXWDVEtivxEHIczvjoiUtRIJBKJRNIKNFWRFpoOhsy8JZFIJBKJpFMgRY1EIpFIJJJOgRQ1EolEIpFIOgVS1EgkEolEIukUSFEjkUgkEomkUyBFjUQikUgkkk6BFDUSiUQikUg6BVLUSCQSiUQi6RRIUSORSCQSiaRTIEWNRCKRSCSSToEUNRKJRCKRSDoFUtRIJBKJRCLpFEhRI5FIJBKJpFNw3GTpFkIAUFFR0c4tkUgkEolE0lxqnts1z/GmOG5EjdPpBKBLly7t3BKJRCKRSCQtxel0EhMT02QZRTRH+nQCDMMgJyeHqKgoFEWpt7+iooIuXbpw4MABoqOj26GFkqaQ/dNxkX3TsZH907GR/XN4hBA4nU7S09NR1aa9Zo4bS42qqmRmZh62XHR0tPxhdWBk/3RcZN90bGT/dGxk/zTN4Sw0NUhHYYlEIpFIJJ0CKWokEolEIpF0CqSoqcZqtXL//fdjtVrbuymSBpD903GRfdOxkf3TsZH907YcN47CEolEIpFIOjfSUiORSCQSiaRTIEWNRCKRSCSSToEUNRKJRCKRSDoFUtRIJBKJRCLpFBw3omb79u2cd955JCYmEh0dzbhx41i2bFmDZYuLi8nMzERRFMrKypqst3v37iiKUmeZN29eGK6gcxOu/qnB6/UybNgwFEVhw4YNbdfw44Rw9c+5555L165dsdlspKWlcdVVV5GTkxOGK+jchKN/9u7dyx/+8Ad69OhBREQEvXr14v7778fn84XpKjon4frfeeSRRxgzZgx2u53Y2Ni2b/gxynEjaqZOnUogEGDp0qWsW7eOoUOHMnXqVPLy8uqV/cMf/sCQIUOaXfeDDz5Ibm5uaLn55pvbsunHBeHsH4A77riD9PT0tmrucUe4+ueMM87g3XffZdu2bSxZsoRdu3Zx0UUXtXXzOz3h6J+tW7diGAYLFixg8+bNPPXUU7zwwgvcfffd4biETku4/nd8Ph8zZszghhtuaOsmH9uI44DCwkIBiG+//Ta0raKiQgDiq6++qlP2+eefF6effrr45ptvBCBKS0ubrLtbt27iqaeeCkOrjx/C2T9CCPHpp5+K/v37i82bNwtArF+/vo2voHMT7v6pzUcffSQURRE+n68tmn5ccDT751//+pfo0aNHWzT7uOBo9M3ChQtFTExMG7b62Oa4sNQkJCTQr18/Xn31VVwuF4FAgAULFpCcnMyIESNC5X777TcefPBBXn311cMmzarNvHnzSEhIYPjw4Tz22GMEAoFwXEanJZz9k5+fz3XXXcdrr72G3W4P1yV0asL9/1NDSUkJb7zxBmPGjMFsNrflJXRqjlb/AJSXlxMfH99WTe/0HM2+kVTT3qrqaHHgwAExYsQIoSiK0DRNpKWliZ9//jm03+PxiCFDhojXXntNCCHEsmXLmqWWn3jiCbFs2TLxyy+/iPnz54vY2Fhx6623hvNSOiXh6B/DMMSUKVPEQw89JIQQYs+ePdJS00rC9f8jhBB33HGHsNvtAhCnnHKKKCoqCtdldFrC2T817NixQ0RHR4sXX3yxrZvfqQl330hLTV2OaUl411131XPSPXTZunUrQghuuukmkpOT+e6771izZg3nn38+06ZNIzc3F4DZs2czYMAArrzyyha1YdasWYwfP54hQ4bw5z//mSeeeILnnnsOr9cbjks+pmjv/nnuuedwOp3Mnj07XJd4TNPe/VPD3//+d9avX8+XX36JpmnMnDkTIQOdd5j+AcjOzmbKlCnMmDGD6667ri0v85ikI/WN5BDaU1EdKQUFBWLLli1NLl6vV3z99ddCVVVRXl5e5/jevXuLuXPnCiGEGDp0qFBVVWiaJjRNE6qqCkBomib+8Y9/NLtNmzZtEoDYunVrm17rsUh79895551X5xhN00LHzJw5M+zX39Fp7/5piAMHDghA/PDDD216rcciHaV/srOzRZ8+fcRVV10ldF0P2/UeS3SUvhFCWmoOxdR+curISUpKIikp6bDl3G43QL2xSlVVMQwDgCVLllBVVRXat3btWn7/+9/z3Xff0atXr2a3acOGDaiqSnJycrOP6ay0d/88++yzPPzww6H1nJwcJk+ezDvvvMPJJ5/c4uvpbLR3/zRETX3S0tkx+ic7O5szzjiDESNGsHDhQunvUU1H6BtJI7S3qjoaFBYWioSEBDF9+nSxYcMGsW3bNnH77bcLs9ksNmzY0OAxDY1rrl69WvTr109kZWUJIYT44YcfxFNPPSU2bNggdu3aJV5//XWRlJQkrQAtJFz9cyjSp6Z1hKt/Vq1aJZ577jmxfv16sXfvXvHNN9+IMWPGiF69egmPx3M0Lq1TEK7+ycrKEr179xYTJ04UWVlZIjc3N7RImkc472379u0T69evFw888ICIjIwU69evF+vXrxdOpzPcl9WhOS5EjRBCrF27VkyaNEnEx8eLqKgoccopp4hPP/200fIN/bBqtu3Zs0cIIcS6devEySefLGJiYoTNZhMDBgwQc+bMkTfkVhCO/jkUKWpaTzj659dffxVnnHGGiI+PF1arVXTv3l38+c9/blSUShonHP2zcOFCATS4SJpPuO5tV199dYN9s2zZsvBdzDGAIoT0yJNIJBKJRHLsIwdIJRKJRCKRdAqkqJFIJBKJRNIpkKJGIpFIJBJJp0CKGolEIpFIJJ0CKWokEolEIpF0CqSokUgkEolE0imQokYikUgkEkmnQIoaiUQikUgknQIpaiQSiUQikXQKpKiRSCQSiUTSKZCiRiKRSCQSSadAihqJRCKRSCSdgv8PzS0SsTa6vf0AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"checking a random county ...\")\n",
    "for m in countyMuniList[56]:\n",
    "    plotPoly(muniGeom[m])\n",
    "    plotCenter(m,muniGeom[m],7)\n",
    "plt.show()\n",
    "             "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "4bf9b7af-6b68-4c14-8fee-bec076fc481f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lets ID all in-county muni neighbors. Then transfer VTDs to surrounds\n",
      "We don't save an updated muni neighbor list after the surrounds here\n",
      "working on surrounds in county 0\n",
      "working on surrounds in county 20\n",
      "working on surrounds in county 40\n",
      "working on surrounds in county 60\n",
      "working on surrounds in county 80\n",
      "Now, cut out and transfer the munis with no pop\n",
      "we surrounded 277 munis out of original total 2760\n",
      "oops, we have lost our muni - county correspondences.  Rebuild here from VTD-county assmts\n"
     ]
    }
   ],
   "source": [
    "print(\"Lets ID all in-county muni neighbors. Then transfer VTDs to surrounds\")\n",
    "print(\"We don't save an updated muni neighbor list after the surrounds here\")\n",
    "nList = [list() for m in range(nMunis)]\n",
    "surroundedList, surrounders = list(), list()\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on surrounds in county\",c)\n",
    "    for m in countyMuniList[c]:\n",
    "        for mm in countyMuniList[c]:\n",
    "            if mm > m:\n",
    "                if isRookAdj(muniGeom[m], muniGeom[mm]): #muniGeom[mm].intersects(muniGeom[m]):\n",
    "                    nList[mm].append(m)\n",
    "                    nList[m].append(mm)\n",
    "    for m in countyMuniList[c]:\n",
    "        if len(nList[m]) == 1:\n",
    "            mm = nList[m][0]\n",
    "            muniVTDlist[mm] += muniVTDlist[m]\n",
    "            muniPop[mm] += muniPop[m]\n",
    "            muniGeom[mm] = muniGeom[mm].union(muniGeom[m])\n",
    "            muniVTDlist[m], muniPop[m], nList[m],muniGeom[m] = list(),0,list(),dummyPoly\n",
    "            surroundedList.append(m)\n",
    "            surrounders.append(mm)\n",
    "print(\"Now, cut out and transfer the munis with no pop\")\n",
    "oldPop, oldGeom, oldList = muniPop.copy(), muniGeom.copy(), [muniVTDlist[m].copy() for m in range(nMunis)]\n",
    "muniPop, muniGeom, muniVTDlist = list(), list(), list()\n",
    "for m in range(nMunis):\n",
    "    if len(oldList[m]) > 0 and oldGeom[m] != dummyPoly:  #munis must own a VTD to be saved\n",
    "        muniPop.append(oldPop[m])\n",
    "        muniGeom.append(oldGeom[m])\n",
    "        muniVTDlist.append(oldList[m])\n",
    "print(\"we surrounded\",len(surroundedList),\"munis out of original total\",nMunis)\n",
    "nMunis = len(muniPop)\n",
    "print(\"oops, we have lost our muni - county correspondences.  Rebuild here from VTD-county assmts\")\n",
    "countyMuniList = [list() for c in range(nCounties)]\n",
    "muniCountyNo = list()\n",
    "for m in range(nMunis):\n",
    "    c = countyNo[muniVTDlist[m][0]]\n",
    "    countyMuniList[c].append(m)\n",
    "    muniCountyNo.append(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "13be6dc8-3a62-4674-9834-51b11af89586",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for m in countyMuniList[61] + countyMuniList[21]:\n",
    "    plotPoly(muniGeom[m])\n",
    "    plotCenter(m,muniGeom[m])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "2bada4df-acc7-4b99-bdb1-92764d928b87",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "special for Lake Erie: move these islands' VTD nos and pops to their nearest mainland neighbor. Drop the island geoms; do not fuse\n",
      "we have surrounded a total 279 munis after the island triage\n",
      "Rebuilding county-muni associations ...\n"
     ]
    }
   ],
   "source": [
    "print(\"special for Lake Erie: move these islands' VTD nos and pops to their nearest mainland neighbor. Drop the island geoms; do not fuse\")\n",
    "specialSurrounded, specialSurrounders = [1596,43], [1089,20]\n",
    "for mNo, m in enumerate(specialSurrounded):\n",
    "    for c in range(nCounties):\n",
    "        if m in countyMuniList[c]:\n",
    "            break\n",
    "    mm = specialSurrounders[mNo]\n",
    "    muniVTDlist[mm] += muniVTDlist[m]\n",
    "    muniPop[mm] += muniPop[m]\n",
    "    #muniGeom[mm] = muniGeom[mm].union(muniGeom[m]) #exclude the island geoms from the map\n",
    "    muniVTDlist[m], muniPop[m], nList[m],muniGeom[m] = list(),0,list(),dummyPoly\n",
    "    surroundedList.append(m)\n",
    "    surrounders.append(mm)\n",
    "    #countyMuniList[c].remove(m)  #we'll rebuild from scratch below\n",
    "\n",
    "oldPop, oldGeom, oldList = muniPop.copy(), muniGeom.copy(), [muniVTDlist[m].copy() for m in range(nMunis)]\n",
    "muniPop, muniGeom, muniVTDlist = list(), list(), list()\n",
    "for m in range(nMunis):\n",
    "    if len(oldList[m]) > 0 and oldGeom[m] != dummyPoly: #### had tried 0-pop constraint here, but might be too restrictive ####\n",
    "        muniPop.append(oldPop[m])\n",
    "        muniGeom.append(oldGeom[m])\n",
    "        muniVTDlist.append(oldList[m])\n",
    "\n",
    "print(\"we have surrounded a total\",len(surroundedList),\"munis after the island triage\")\n",
    "nMunis = len(muniPop)\n",
    "\n",
    "print(\"Rebuilding county-muni associations ...\")\n",
    "countyMuniList = [list() for c in range(nCounties)]\n",
    "muniCountyNo = list()\n",
    "for m in range(nMunis):\n",
    "    c = countyNo[muniVTDlist[m][0]]\n",
    "    countyMuniList[c].append(m)\n",
    "    muniCountyNo.append(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "9f551e3f-dc21-4205-b866-105edb76c56c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "here is an updated histogram of the number of vtds per muni\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "VTDsPerMuni = [len(muniVTDlist[m]) for m in range(nMunis) ]\n",
    "print(\"here is an updated histogram of the number of vtds per muni\")\n",
    "plt.hist(VTDsPerMuni,bins=[0,1,2,5,10,20,50,100,200,500])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "8f319a54-faa1-43ef-baa2-6374ca40d107",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n"
     ]
    }
   ],
   "source": [
    "print(np.min(VTDsPerMuni))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "51fe8c09-69c4-4ae2-b57f-709f50145b73",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NOW how many munis are discontig?\n",
      "Here is how many discontig munis we have by county\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"NOW how many munis are discontig?\")\n",
    "countyMuniDiscontigList = [list() for c in range(nCounties)]\n",
    "for c in range(nCounties):\n",
    "    for m in countyMuniList[c]:\n",
    "        if m not in surroundedList and type(muniGeom[m]) != type(dummyPoly):\n",
    "            countyMuniDiscontigList[c].append(m)\n",
    "for c in range(nCounties):\n",
    "    plt.scatter(c,len(countyMuniDiscontigList[c]))\n",
    "    if len(countyMuniDiscontigList[c]) > 0:\n",
    "        plt.text(c+0.5,len(countyMuniDiscontigList[c]),c)\n",
    "print(\"Here is how many discontig munis we have by county\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "480ceb94-814a-461e-b45f-0ec318b2f7dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ratio of assigned precincts to total precincts by county\n"
     ]
    }
   ],
   "source": [
    "countyVTDratio = [np.sum([len(muniVTDlist[m]) for m in countyMuniList[c]]) / len(countyTractList[c]) for c in range(nCounties)]\n",
    "plt.hist(countyVTDratio,bins = [0,0.9,0.995,1.005,1.1,2])\n",
    "plt.show()\n",
    "print(\"ratio of assigned precincts to total precincts by county\")\n",
    "for c in range(nCounties):\n",
    "    if countyVTDratio[c] > 1.000 or countyVTDratio[c] < 0.999:\n",
    "        print(c,np.sum([len(muniVTDlist[m]) for m in countyMuniList[c]]), len(countyTractList[c]) )\n",
    "        for v in countyTractList[c]:\n",
    "            isFound, isDoubled = False, False\n",
    "            for m in countyMuniList[c]:\n",
    "                if v in muniVTDlist[m]:\n",
    "                    if isFound:\n",
    "                        print(v,\"was found in multiple munis in county\",c)\n",
    "                    isFound = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "6c623467-3156-450c-9a54-b579a0edd35d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now the reverse assignments -- give every VTD its associated muni\n"
     ]
    }
   ],
   "source": [
    "print(\"Now the reverse assignments -- give every VTD its associated muni\")\n",
    "VTDmuniNo = [-999]*nVTDs\n",
    "for c in range(nCounties):\n",
    "    for m in countyMuniList[c]:\n",
    "        for v in muniVTDlist[m]:\n",
    "            VTDmuniNo[v] = m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "ff0f1a01-6ea4-4e4a-9817-bda026673365",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Printing all muni geoms with non-polygonal pieces?\n"
     ]
    }
   ],
   "source": [
    "print(\"Printing all muni geoms with non-polygonal pieces?\")\n",
    "for c in range(nCounties):\n",
    "    for m in countyMuniDiscontigList[c]:\n",
    "        for geo in muniGeom[m].geoms:\n",
    "            if geo.area == 0. :\n",
    "                print(c,m,\"has a nonpolygonal subcomponent\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "d86cb727-7699-4a06-9018-d2a0474130be",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "lets check our muni assignments near Lake Erie\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"lets check our muni assignments near Lake Erie\")\n",
    "for c in [21,61]:\n",
    "    for m in countyMuniList[c]:\n",
    "        plotPoly(muniGeom[m])\n",
    "        plotCenter(m,muniGeom[m])\n",
    "plt.show()\n",
    "for m in range(nMunis):\n",
    "    if muniCountyNo[m] in [21,61]:\n",
    "        plotPoly(muniGeom[m])\n",
    "        plotCenter(m,muniGeom[m])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "839f06a3-88dc-4c66-96ef-45758bb00202",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotPoly(muniGeom[1092])\n",
    "plotPoly(muniGeom[178])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "c89a9133-45fd-48df-ad09-b92e2fc52043",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sum muni area is 11.2434754852575\n",
      "the original vtd area sans coastal tracts = 11.326714505834\n",
      "the sum muni area should be slightly smaller due to cut Lake Erie islands and simplified fragmented vtds\n",
      "the area sum for all VTDs when simplifiying fragmented VTDs is 11.2454849649935\n"
     ]
    }
   ],
   "source": [
    "print(\"sum muni area is\",np.sum([muniGeom[m].area for m in range(nMunis)]))\n",
    "print(\"the original vtd area sans coastal tracts =\",np.sum([tractGeom[v].area for v in range(nVTDs)]) - \n",
    "      np.sum([tractGeom[v].area for v in skipList]) )\n",
    "print(\"the sum muni area should be slightly smaller due to cut Lake Erie islands and simplified fragmented vtds\")\n",
    "print(\"the area sum for all VTDs when simplifiying fragmented VTDs is\",\n",
    "      np.sum([VTDgeom[v].area for v in range(nVTDs)]) - np.sum([tractGeom[v].area for v in skipList]) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "398d22bb-d25f-4c32-852b-4e8ee7337d08",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "histogram of muni area\n"
     ]
    }
   ],
   "source": [
    "plt.hist([muniGeom[m].area for m in range(nMunis)] ,bins=20)\n",
    "plt.show()\n",
    "print(\"histogram of muni area\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "b25bb07c-de86-417d-b70c-800fb044aa07",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking muni sums -- total, by county\n",
      "2481 2481\n"
     ]
    }
   ],
   "source": [
    "print(\"checking muni sums -- total, by county\")\n",
    "print(nMunis, np.sum([len(countyMuniList[c]) for c in range(nCounties)]) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "5fae662d-1c62-4600-9bae-432fd4aaeee7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now define the neighbor county lists and unit = muni neighbor lists\n",
      "working on muni connectivity for county 0\n",
      "working on muni connectivity for county 10\n",
      "working on muni connectivity for county 20\n",
      "working on muni connectivity for county 30\n",
      "working on muni connectivity for county 40\n",
      "working on muni connectivity for county 50\n",
      "working on muni connectivity for county 60\n",
      "working on muni connectivity for county 70\n",
      "working on muni connectivity for county 80\n"
     ]
    }
   ],
   "source": [
    "print(\"Now define the neighbor county lists and unit = muni neighbor lists\")\n",
    "neighborCountyList = [list() for c in range(nCounties)]\n",
    "neighborList = [list() for m in range(nMunis)]\n",
    "for c in range(nCounties):\n",
    "    for cc in range(c+1, nCounties):\n",
    "        if isRookAdj(countyGeom[c],countyGeom[cc]):\n",
    "            neighborCountyList[c].append(cc)\n",
    "            neighborCountyList[cc].append(c)\n",
    "for c in range(nCounties):\n",
    "    if c%10 == 0:\n",
    "        print(\"working on muni connectivity for county\",c)\n",
    "    for m in countyMuniList[c]:\n",
    "        for mm in countyMuniList[c]:\n",
    "            if m!= mm and isRookAdj(muniGeom[m], muniGeom[mm]):\n",
    "                neighborList[m].append(mm)  #will catch complement in another round\n",
    "        for cc in neighborCountyList[c]:\n",
    "            if muniGeom[m].intersects(countyGeom[cc]):\n",
    "                for mm in countyMuniList[cc]:\n",
    "                    if m!= mm and isRookAdj(muniGeom[m], muniGeom[mm]):\n",
    "                        neighborList[m].append(mm)  #will catch complement in complementary loop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "a89a9ab9-8f8b-4f6f-935f-e9a59aad4485",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "special for Ohio legislative - force a Sandusky Bay neighbor bay\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"special for Ohio legislative - force a Sandusky Bay neighbor bay\")\n",
    "for c in [21,61]:\n",
    "    for m in countyMuniList[c]:\n",
    "        plotPoly(muniGeom[m])\n",
    "        plotCenter(m,muniGeom[m])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "393c8b01-90d1-4e0e-886e-560dd3f10c47",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OK, now we know which neighbor pair to force to bridge Sandusky Bay.  Do it now\n"
     ]
    }
   ],
   "source": [
    "print(\"OK, now we know which neighbor pair to force to bridge Sandusky Bay.  Do it now\")\n",
    "neighborList[1037].append(20)\n",
    "neighborList[20].append(1037)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "193bb917-8bc1-429e-b140-ad000e560c72",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "We'll now print out all munis with <2 neighbors.  If none, our topology is done\n"
     ]
    }
   ],
   "source": [
    "print(\"We'll now print out all munis with <2 neighbors.  If none, our topology is done\")\n",
    "for c in range(nCounties):\n",
    "    for m in countyMuniList[c]:\n",
    "        if len(neighborList[m]) < 2:\n",
    "            print(\"muni\",m,\"in county\",c,\"has only\",len(neighborList[m]),\"neighbors\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0c94dded-acf6-4477-af10-db2efc6d5b7f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "9dc7db1c-94e0-4cf2-b4d7-1e0533aacce1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "simpleMAP = trueMAP\n",
    "if simpleMAP.geom_type != dummyPoly.geom_type :\n",
    "    areas = [geo.area for geo in simpleMAP.geoms]\n",
    "    simpleMAP = simpleMAP.geoms[areas.index(np.max(areas))]\n",
    "borderCounties = list()\n",
    "barredCounties = {71}  #Sandusky is not allowed to be a border county for Congrl or legisl\n",
    "for c in range(nCounties):\n",
    "    if countyGeom[c].intersects(simpleMAP.exterior) and c not in barredCounties:\n",
    "        borderCounties.append(c)\n",
    "        plotPoly(countyGeom[c])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "e532eb7b-f85c-4497-b736-f3d104eb89dc",
   "metadata": {},
   "outputs": [],
   "source": [
    "#re-term munis as 'units' to prep to write unit topology to file\n",
    "unitPop, unitGeom, unitNbrs = muniPop.copy(), muniGeom.copy(), neighborList.copy()\n",
    "unitCP, unitVTDlist = [muniGeom[m].centroid for m in range(nMunis)], [list(muniVTDlist[m]) for m in range(nMunis)]\n",
    "\n",
    "countyUnitList = [countyMuniList[c].copy() for c in range(nCounties) ]\n",
    "unitCountyNo = muniCountyNo.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "51eda407-a1bb-4bc5-ae17-5181c0980681",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "borderUnits = list()\n",
    "barredUnits = {1085, 1091, 1094, 1766}  #these border Sandusky Bay, not the true exterior\n",
    "for c in set(borderCounties).difference(barredCounties):\n",
    "    for m in countyMuniList[c]:\n",
    "        if muniGeom[m].intersects(simpleMAP.exterior) and m not in barredUnits:\n",
    "            borderUnits.append(m)\n",
    "            plotPoly(muniGeom[m])\n",
    "plt.show()\n",
    "onBorder = [0]*nMunis\n",
    "for m in range(nMunis):\n",
    "    if m in borderUnits:\n",
    "        onBorder[m] = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "cc845e47-dd07-42cf-af27-00dc9443fdd0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "some extra border munis near Sandusky?\n"
     ]
    }
   ],
   "source": [
    "for m in range(nMunis):\n",
    "    if onBorder[m] == 1 and muniGeom[m].centroid.y > 41 and muniGeom[m].centroid.x < -82.5 and muniGeom[m].centroid.x > -83.2:\n",
    "        plotPoly(muniGeom[m])\n",
    "        plotCenter(m,muniGeom[m])\n",
    "plt.show()\n",
    "print(\"some extra border munis near Sandusky?\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "39b4843e-973c-4be7-8666-514913a93c3c",
   "metadata": {},
   "outputs": [],
   "source": [
    "  \n",
    "nUnits = len(unitPop)\n",
    "unitNo = [u for u in range(nUnits)]\n",
    "unitCPx, unitCPy = [unitCP[u].x for u in range(nUnits)], [unitCP[u].y for u in range(nUnits)]\n",
    "onBorder = [0 for u in range(nUnits)]\n",
    "for u in borderUnits:\n",
    "    onBorder[u] = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "e2d294fa-0ae1-4309-b2b4-408305e3061f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for u in borderUnits:\n",
    "    plotPoly(unitGeom[u])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "f9d1ac48-e572-4f63-8313-7a3fb55212ad",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking that all arrays have same length\n",
      "2481 2481 2481 2481 2481 2481 2481\n"
     ]
    }
   ],
   "source": [
    "print(\"checking that all arrays have same length\")\n",
    "print(len(unitNo), len(unitCPx), len(unitPop),len(onBorder),len(unitNbrs),len(unitVTDlist),len(unitCountyNo))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "b420598a-898d-4922-9713-2bb9bcc0081d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "False\n"
     ]
    }
   ],
   "source": [
    "print(810 in borderUnits)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "e2254919-aeb4-40af-b932-953e6be35f15",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "u = 810\n",
    "for uu in unitNbrs[u]:\n",
    "    if uu in borderUnits:\n",
    "        plotPoly(unitGeom[uu])\n",
    "        plotCenter(uu,unitGeom[uu])\n",
    "    else:\n",
    "        plotPoly(unitGeom[uu],0.1)\n",
    "        plotCenter(uu,unitGeom[uu],6)\n",
    "plotPoly(unitGeom[u],2)\n",
    "plotCenter(u,unitGeom[u])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "98173225-fc29-453e-9fb2-28a1a8f74ec3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "forcing this unit 810  onto the border; unclear why it was missed\n"
     ]
    }
   ],
   "source": [
    "print(\"forcing this unit\",u,\" onto the border; unclear why it was missed\")\n",
    "borderUnits.append(u)\n",
    "onBorder[u] = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "83d0ed62-7cac-4c3c-9614-084414b61092",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "False\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(388 in borderUnits)\n",
    "u = 388\n",
    "for uu in unitNbrs[u]:\n",
    "    if uu in borderUnits:\n",
    "        plotPoly(unitGeom[uu])\n",
    "        plotCenter(uu,unitGeom[uu])\n",
    "    else:\n",
    "        plotPoly(unitGeom[uu],0.1)\n",
    "        plotCenter(uu,unitGeom[uu],6)\n",
    "plotPoly(unitGeom[u],2)\n",
    "plotCenter(u,unitGeom[u])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "ad253967-1dd7-440f-907d-95cd07cfbf2d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "forcing this unit 388  onto the border; unclear why it was missed\n"
     ]
    }
   ],
   "source": [
    "print(\"forcing this unit\",u,\" onto the border; unclear why it was missed\")\n",
    "borderUnits.append(u)\n",
    "onBorder[u] = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "6cbf035f-4cf3-43a0-a8a7-c602883a9e36",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Checking that the list of borderUnits is contiguous all around\n",
      "number of border units = 187\n",
      "border is discontig if we skip 66\n"
     ]
    },
    {
     "data": {
      "image/png": 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RUQ3KKMzAxssb8fPVn5FXkofB3oOxqNcidHDpIHVpVE0cQ8c0MOgQERmYSqvCsdRj2By/GYdvHYalmSVGtxyN8b7j4W7rLnV5ZCD6MXR41ZVRY9AhIjKAAnUB9t3ch6ikKBxPO44iTRHaOLXB213fxtBmQ2Fnbid1iWRgykIlBAgMOkaOQYeIqIrySvJwLPUYIhMjcfDWQai0KgS4BuBf/v9CH48+aOnYUuoSqQalF6TD2coZCrlC6lLoMRh0iIgqSBRFXM26isMph/Fnyp84l3EOGlGDNk5tMK3jNIT6hPLeU/WIslDJm3maAAYdIqLHyFHl4FjaMRxJOYIjKUdwu+g2rMys0K1JN4R1C0OQexD73dRTvLTcNDDoEBH9Q0ZhBrbEb8GRlCM4n3keOlGHFg1aYGizoejp1hOdG3WGudxc6jJJYsoCJXq69ZS6DHoCBh0iontKtCX48eKPWHV+FWSCDD3deuK97u8hyD2If7lTGaIoskXHRDDoEFG9pBN1yCjMQHJeMq5mXcVfqX8hJj0GxZpivNDmBUztOBX25vZSl0lGKk+dh0JNIe9zZQIYdIioXrmefR2b4zdjx/UdyFZlAwAUMgUCXAMwpf0UDPIehKYOTaUtkoyefrBAdkY2egw6RFTnqXVq7ErYhV+v/oqzt8/C0cIRTzd/Gt2adIOHnQc8bD3Y54YqhaMimw4GHSKq006ln8JHf32Ea9nX0KNJD3zW9zP09+zPYEPVoixQQi7I4WLlInUp9ASy6rx56dKlEAQBs2bN0k+LiIhAv379YG9vD0EQkJ2dXaF1paSkYMKECXB2doaVlRX8/Pxw8uRJ/fz8/HxMnz4dHh4esLKyQtu2bREeHl6d8omojsorycMfiX9g2t5pmPTHJFibWeOX4b8gIjgCIT4hDDlUbcoCJVysXXhDVhNQ5RadmJgYrFq1Cv7+/mWmFxYWIjQ0FKGhoQgLC6vQurKyshAUFIT+/ftj9+7dcHFxQXx8PBwdHfXLzJkzB/v27cP69evh4+ODqKgovPHGG3Bzc8PTTz9d1d0gIhNVoC5AQnYCbMxt4GjhiNySXBxJOYIDyQcQkx4Dja50IL/FvRZjaLOhkAnV+ruOqIz0wnT2zzERVQo6+fn5GD9+PFavXo2PPvqozLz7rTsHDhyo8Po+/vhjeHp6Ys2aNfppTZuW7Qx49OhRTJw4Ef369QMAvPbaa1i1ahVOnDjBoENUT6i1ahxLO4ZNVzbhSMoRaEVtmflmMjMENgrE3C5z0c+zH9xs3SSqlOo6XlpuOqoUdKZNm4ahQ4di0KBB5YJOVWzfvh0hISEYM2YMDh48CHd3d7zxxht49dVX9cv07NkT27dvx8svvww3NzccOHAAV69exbJlyx66TpVKBZVKpX+dm5tb7TqJSBpX7l7BhssbEJUUhbySPDR1aIq3u74NPxc/FGuKkV2cDQszC3R06Qhbc1upy6V6QFmgRFvntlKXQRVQ6aCzceNGnD59GjExMQYrIiEhAStXrsScOXMwf/58xMTEYMaMGTA3N8fEiRMBAF9//TVee+01eHh4wMzMDDKZDKtXr0afPn0eus4lS5ZgwYIFBquRiGqXRqfB/uT9+N+l/+Fk+km4Wrvi+dbPI8QnBK0cW0EQBKlLpHpKFEWkF6bzruUmolJBJzk5GTNnzkR0dDQsLS0NVoROp0OXLl2wePFiAEBAQAAuXLiA8PDwMkHnr7/+wvbt2+Ht7Y1Dhw5h2rRpcHNzw6BBg8qtMywsDHPmzNG/zs3Nhaenp8FqJiLDE0UR8dnxiEqMwrbr26AsUKKTayd82vdTDPQaCIWMd4km6WWpsqDSqnjqykRUKuicOnUKGRkZ6NSpk36aVqvFoUOHsGLFCqhUKsjlle+B3qRJE7RtW7YJ0NfXF5s3bwYAFBUVYf78+di6dSuGDh0KAPD398fZs2fx2WefPTToWFhYwMLCotK1EFHtu1t8F1vit2DbtW1IzE2EncIOg30G4/nWz8PX2Vfq8ojK4Bg6pqVSQWfgwIGIjY0tM23y5Mlo06YN5s2bV6WQAwBBQUG4cuVKmWlXr16Ft7c3AECtVkOtVkMmK3vVhFwuh06nq9I2iUhahepCbLu+DdFJ0TidfhpmMjMEewdjbuBc9GjSAwo5W2/IOGUWZQIAXK1dJa6EKqJSQcfOzg7t27cvM83GxgbOzs766UqlEkqlEteuXQMAxMbGws7ODl5eXnBycgJQGphGjRqF6dOnAwBmz56Nnj17YvHixRg7dixOnDiBiIgIREREAADs7e3Rt29fzJ07F1ZWVvD29sbBgwexbt06fPHFF9U7AkRUq5QFSvxy9RdsurIJBSUF6ObWDe90fweDvQajgWUDqcsjeiKVtvRCFws5zxqYAoOPjBweHl6mE/D9zsJr1qzBpEmTAADXr19HZmamfpnAwEBs3boVYWFhWLhwIZo2bYrly5dj/Pjx+mU2btyIsLAwjB8/Hnfv3oW3tzcWLVqE119/3dC7QEQ1oEBdgG9jv8W6uHVQyBUY0XwEJrWbhCa2TaQujahStLrSYQ3YZ8w0CKIoilIXURtyc3Ph4OCAnJwc2NvzjsREtenc7XOYvX82cktyMbn9ZExuNxnWCmupyyKqkp0JOxF2OAwnJ5xkq04tqO7nN+91RUQ1plhTjB8v/ohV51ehrXNbfNz7Y7bgkMnT6DQAALnA2z+YAgYdIqoRf6X9hRVnViDuThyeb/08ZnWexb9+qU64f+qKQcc0MOgQkUFlFmVi/cX1+O7Cd2ho1RA/hP6ADi4dpC6LyGC0ohZmghkHrTQRDDpEZBCF6kJEnI/A2otrIRfkeKblM3in2zu8TJzqHI1Ow7uWmxAGHSKqFlEUse/mPnwc8zHuFt/Fa36vYZzvODhYOEhdGlGN0Og0PG1lQhh0iKjKkvOSseT4EhxOOYze7r0R1i0Mnna81QrVbVpRyxYdE8KgQ0QPpRNLRx2XCbJy8wrVhVgbtxbfxn4LZytnLO+/HAM8B7DPAtULWlHLMXRMCIMOEZWTlJuEibsnIrckF67Wrmhs07j0Yd0YCrkCP1/5GbkluZjYdiJe83+NY+JQvcJTV6aFQYeIyhBFEYuPL4ZcJse/u/wb6YXpUBYokZafhjPpZ5ClykKITwhe7/A63G3dpS6XqNaxM7JpYdAhojL23NyDo6lH8fWAr9HPs5/U5RAZnfuXl5NpKH/ynYjqrbjMOHxw9AP09ejLkEP0CFqdFmYyBh1Twf8pIoJap8avV3/FV6e/QrMGzbC492KpSyIyWmqdmn10TAiDDlE9JYoizmeex+8JvyMyMRJZxVkY2WIk5nWdBxuFjdTlERktXl5uWhh0iOoBURRxMv0kDqccxpn0M7hddBt3i++iSFMEVytXDG82HCNajEBLx5ZSl0pk9HjqyrTwf4qoDitUF2Jnwk78dOknJOQkoKFVQwQ2CkSXxl3gZOmENk5t0Mm1E/86JaoEdkY2LfyfIqojTipPYk3cGmh1WnRt0hVZxVnYHL8ZBeoCDPAcgP90/w+6NOrCQf2IqkmtU/OPAxPCoENk4i7euYiVZ1fiwK0DaO3YGi7WLgg/Fw4zmRmeafkMnm/zPMe7ITIgrchTV6aE/1NEJio1PxVhh8NwOuM0PGw98EmfTxDiEwKZIINaqwYA3jmcqAZodVpedWVCGHSITNDuG7vx4V8fwk5hh6/6f4XeHr3L/IXJgENUc3jVlWlh0CEyIbkluVj01yLsurELoT6h+E/3/8DBwkHqsojqFbVObdSdkUVRhE7UQSfqoBW1D/36z/mNbRrX2RuVGu//FFE9czT1KL6N/Rbe9t4I9QlFl0ZdyvzVeCLtBN458g7yS/KxpPcSDG06lB2LiSSg1WmRkJOARX8tqlCIeOR03ZOXf+xznQ466MqsSytqIUKs9D491/o5/Kf7f2rgaEmPQYdIYukF6fgk5hNEJUXBr6EfjqUew69Xf4WTpRMGew9GtybdsOP6DuxP3o8ujbpgUa9FcLN1k7psonqra+OuUBYqcSbjDGSCDHJBDpns3ldBpn/cfy0X5JALcihkinLTZYIMcpkcAoQyr+/PFwSh/PIVnS4rO/9hdckEGXYm7ER0UjTe6fZOnfzjiUGHSGIz9s9AekG6vpUGAC5kXsAfiX8gMjESm65sgqedJ5b0XoKnmj4FmcBb1BFJaVL7SZjUfpLUZRhMTkkOtl/fjnx1PuzM7aQux+AYdIgkdLvwNi7euYinmj6Flg1aQoQImSCDn4sf/Fz88O8u/0ZyXjI8bD3Y+ZGIaoSrlSuA0t9HDDpEZFCWZpZQyBTYdWMXdt3YBQAY7zse8wLnQRAEyAQZvO29Ja6SiOoyFysXAMAXp76Ak6UTdKJO38/n/nNRvPe4908n6gD83fH5/vQxrcagj0cfyfblYRh0iCSk0qpgLjeHRqfR/2KJy4yrk+fJicg4NbZtjH6e/XC36C6yVdkQIEAQhDJfZYIMAgRAAGSQlZsvCALOpJ+Bo4Ujgw4R/e3wrcMoUBegn2c/vN7hdThZOMHV2lXqsoioHlHIFPh6wNfVXs/YHWONcsRo9mokktCw5sPwbvd3ceXuFbyw8wV8fupzJOQkSF0WEVGlFWoKYaOwkbqMchh0iCSkkCkwtvVY/D7qd7zb413E3o7F6O2jMefAHFzPvi51eUREFZZXkmeUQcf42piI6pDk3GRsurIJJ5QnkFqQCh97Hzzd/GmENg2Fvbm9fjmFXIExrcZgZPORiIiNQPi5cNzKu4Wfh/8sYfVERBVXoC4wyqu22KJDVAN0og4Lji3A0K1D8dv139DaqTVeavsSHCwcsOj4IvTf1B9zD87F4VuHodFp9O87nXEamy5vgpuNGz7o+YF0O0BEVAlqrRoqrYotOkT1xdITS7ElfgveCnwLz7Z6FpZmlvp5twtv4/eE37Ht+ja8sfcNuFi5YFizYbBWWGPluZXo2rgrPu3zKRpYNpBuB4iIKiFfnQ8AsFMYX4sOgw6RAYmiiO8vfI8Nlzfg3e7vYmzrseWWcbF2waT2kzCx3URcvHsR269tx5ZrW5CjysHL7V/GjIAZHByQiExKfklp0LExZ4sOUZ0kiiJOpp/EN2e/wcn0k3jF7xWMaTXmse8RBAHtnNuhnXM7vNnlTdwpvoPGNo1rqWIiIsNhiw5RHaXSqrA3aS82XdmE0xmn4evki28GfoPeHr0rtR6FXMGQQ0Qm637QYR8dojpka/xWfHbyM+SW5KKTayd81f8r9PPsx1GNiajeuX/qytbcVuJKyqvWVVdLly6FIAiYNWuWflpERAT69esHe3t7CIKA7OzsCq0rJSUFEyZMgLOzM6ysrODn54eTJ0/q5wuC8NDHp59+Wp1dIKo0tU6N9468h/eOvof+nv2xY+QOrB2yFv29+jPkEFG9dL9Fx1ZhfEGnyi06MTExWLVqFfz9/ctMLywsRGhoKEJDQxEWFlahdWVlZSEoKAj9+/fH7t274eLigvj4eDg6OuqXSUtLK/Oe3bt3Y8qUKXjmmWequgtElabSqvDmgTfxZ+qf+DDoQ4xsMVLqkoiIJJevzoeZzAwWcgupSymnSkEnPz8f48ePx+rVq/HRRx+VmXe/defAgQMVXt/HH38MT09PrFmzRj+tadOmZZZp3Lhs/4Vt27ahf//+aNasWeWKJ6qipNwkvHnwTSTmJOLrAV+jl3svqUsiIjIK+SX5sFXYGmWrdpVOXU2bNg1Dhw7FoEGDDFLE9u3b0aVLF4wZMwaurq4ICAjA6tWrH7l8eno6fv/9d0yZMuWRy6hUKuTm5pZ5EFVVVGIUntv5HIo0RVj/1HqGHCKiB+Sr843ytBVQhRadjRs34vTp04iJiTFYEQkJCVi5ciXmzJmD+fPnIyYmBjNmzIC5uTkmTpxYbvm1a9fCzs4Oo0ePfuQ6lyxZggULFhisRqqftDotvjrzFb6/8D1CfULxQc8PjPKqAiKqXdnF2cgpyYFckMNMZvb3V5kcZkLpV7lQ+jDGVg5Dyy/JN8qOyEAlg05ycjJmzpyJ6OhoWFpaPvkNFaTT6dClSxcsXrwYABAQEIALFy4gPDz8oUHn+++/x/jx4x9bQ1hYGObMmaN/nZubC09PT4PVTHVfjioH8w7Nw7G0Y3izy5t4qe1L9eIXFhE9niiKGP7bcGSrsiu0/IPBx0xmpg9G90PRg6/lghwKmeLvoCS79x7BrPzrCq5T//qB5csFs4cEtX9uRy6TQyGUrU0hU0AuyJFTklM3WnROnTqFjIwMdOrUST9Nq9Xi0KFDWLFiBVQqFeTyyo/o2qRJE7Rt27bMNF9fX2zevLncsocPH8aVK1ewadOmx67TwsICFhbG1ymKTMOB5ANYeGwhSnQlCB8Ujh5uPaQuiYiMRImuBNmqbLzq9yq6NukKjU4DrU4LjVj6VStqodFpSqeLWv28h75+YPlHfr23vFqnRrG2uNy6taIWap26/Ot7z/+5fZ2oq5HjMtBrYI2st7oqFXQGDhyI2NjYMtMmT56MNm3aYN68eVUKOQAQFBSEK1eulJl29epVeHt7l1v2u+++Q+fOndGhQ4cqbYvocQrUBfjor4+wM2Enern3wvs93udAfkRUxv0xY9o3bI/uTbpLXE3l6URdmRD1qGBVJrQ98PpRIaqDi3F+Llcq6NjZ2aF9+/ZlptnY2MDZ2Vk/XalUQqlU4tq1awCA2NhY2NnZwcvLC05OTgBKA9OoUaMwffp0AMDs2bPRs2dPLF68GGPHjsWJEycQERGBiIiIMtvKzc3FL7/8gs8//7xqe0v0GHeL72LqnqlIyk3Col6LMLzZcJ6qIqJy9Lc7MDe+2x1UhEyQQSbIoJAppC6lVlRrwMCHCQ8PR0BAAF599VUAQJ8+fRAQEIDt27frl7l+/ToyMzP1rwMDA7F161Zs2LAB7du3x4cffojly5dj/PjxZda9ceNGiKKIF154wdBlUz13JuMMXtz1ItIL0vFD6A94uvnTDDlE9FDGfLsDKk8QRVGUuojakJubCwcHB+Tk5MDe3l7qcshIFKoLsezUMmy8shF+Df3wce+P4WnPTutE9GjH047jlahXsGvULv6+qAXV/fzmva6o3jqRdgLvHX0Pd4vvYl7gPLzQ5gXIZVXrZ0ZE9Ye+RcecLTqmgEGH6qW1cWvx2cnP0LlRZ6wevJp/lRFRhRWoCwAY532dqDwGHap3frz4Iz47+Rkmtp2IGZ1mQBAEqHVqCCjtk6MTdYi8EY0SnRrmMjMozMz0Y0c8OF7F/fEj9NPujTGhH4vi3vR/jmlBRKYtryQP5jJzmMvNpS6FKoBBh+qVo8nn8EnMJwCAtRfXYu3FtbVcgQABcsggL/0qlD6XCfeflwYimSCHXGYG+f1Bwh4IS6XhqXS+4n6Yuv9cbgaFTAGFTA6FXFEa1O5NMzdTwFwmh7mZOczlZjCXmcFcroCZ3KzMgGIKmaLsgGKCHJ52nrBWWNfysSIyTgXqAqMdBZjKY9CheiMjrxhf/ZGLfwd+CAeb+603f/fFFx8YRMvV2gU93LqXGdTr/vMHB+vSv35g3j+XVevUUGs1KNFqoNKUQK3TQqW9P00NtU4Dtfb+cqVjVKgf2I5ae39bamh0pfOLdUWlY1jc245OvDemhaiFTtRAK2ogQnfvqxY6UQsdtBDvPSqrtX0gfh31ffX/E4jqgPs3sCTTwKBD9cKppCx8FnkFi0YFoLlLxX9BKVD3xpkQRVEfih4Mbo8Kbwv/XIarORfw4vb/gyAIECCU+yoTHpwmgwDA3sIW/wmaabJjjRA9Sr46H+Zyc6Tmp+p/DmSCrMxzGWSlPxOC8PdzCGXGsOEQFrWDQYfqtFtZhVixr3TwyvAXO8PBqu4Fl8oSBKH0VBXMYCF/8m1SXvB9Bt+eL0K2Kgvi/X+iiNK2MJ3+uQgREEXoICJPcxuF2ixM7zyRQYfqHJ2ow7XsawjZHFLldbzq9ypmdJphwKroURh0qE66nafCF9FXkVusxhv9mqOdm4PUJVVLt27doFKpAAAajQZxcXE4d+4c/P39MX/+fGzZsgUWFhZQKBRYtGgRQkKq/gv4n0a0CsWIVqGVes9TvzwHV8GTV7NRnTS782yE+IQ8EPpF6ETdI5/roANE6J8vPLYQ9/9UoJrHoEN1zumbWfj0jyt4Z6gv2rubdsC57/jx4/rnv/76KxYsWAB/f38AQO/evfHuu+/CysoK586dQ58+fZCamgobG2nG+LiYeRHJhRfxcW/eqoXqJgcLhyrf6Pdu8V0UaYrQ2qm1gauiRzH4LSCIpLQp5iZWH0rAqpc6m1zIEQQBixcvRteuXdG0aVOsWbPmoct99913mDJliv71kCFDYGVlBQDw8/ODKIq4fft2rdT8MN+cXgdrmTOCfQZIVgORsbpyt/QG1q0dGXRqC1t0qE7QaHVYtOsSbMzN8N9xnSCTmWYnPwsLC5w4cQKXL19GYGAgXnzxRZiZ/f1jmpycjIMHD+LHH3986PvXrFmDZs2awdvbu7ZKLiNHlYPDaVF4sc0rMJPx1wvRP13NugpLuSW87LykLqXeYIsOmbycQjVeX38aHT0b4M2Q1iYbcgDob2Tbpk0bmJmZQalUlpn/ww8/YNiwYWjYsGG59+7duxcLFizApk2bJLuaY/2FnyFCxGT/5yTZPpGxu3L3Clo6tuTgobWIf3KRydLpRERfSseaIzcQNsQXHTwbSF1StVlaWuqfy+VyaDQa/WtRFLFmzRqsXLmy3PsOHjyIyZMnY8eOHWjdWpomca1Oi58ubURgw/5wtnKWpAYiY3cl6wr8XfylLqNeYYsOmaS9l9Lx0vcnkJhZgG8nBtaJkPMk+/btg0ajweDBg8tMP3ToEF588UVs27YNHTp0kKg64EDyQeRpMzAzcLJkNRAZs9uFt5GQncD+ObWMLTpkcg5cycDWMyn4dmIXWCrqT/Pvd999h8mTJ0MmK/v3yZQpU6BSqTB58t8B48cff4Sfn1+t1vfN6XVoZNEK/q61u10iY5VRmIGTypOISY/BSeVJJOYmQibI0NG1o9Sl1SsMOmQy1MpL+N/xRBzLdcXy5zvWuZAjimXH1cjMzCzz+n//+99D3xcfH19jNVXUjZwbuJp7Cu92Wyh1KUSS2ntzLw7dOoSTypO4mXcTANDMoRm6Nu6KaR2noUvjLmhoVb6PHdUcBh0yfjePA38uQ4lOgaZ3FXhx+ncm3eG4Lvrm1DpYCPYY2XKo1KUQSUatU2P2/tlobNMYfT36YmbjmejcqDP7rEmMQYeMV54S2PMBYG4LPP01cm7fgcWuTxlyjEyhuhB7kndiVPPnYS43l7ocIskoZAo0b9AcHVw64J3u70hdDt3DoEPGKeEgcPhzIGQR0Phen4/Mu9LWRA+1PT4KGhRjSsfnpS6FSHKdXDshJj1G6jLoAQw6ZHzOrAeu7QVe2ACYS3MbA6q4/8Vtg49tO7jbuktdClGtu5V3C6n5qQBKRze3MbfBjZwbyCrOgqOlo8TVEcCgQ8ZEFIE97wOCDHjmO0DG0Q+MXXZxNhILzuDNwLlSl0IkifG7xuNucfnW5ozCDAYdI8GgQ8ZBpwV2zgKadAQCpzxpaTISm6/sgijo8FQzw90tncjY5Jbk4oOjH8Bcbo6Glg3R0KohnK2c0dCqIQIbByIyMRLrn1oPRwtHiBBhIbdAY5vGUpdN9zDokPQ0KuC3N4DWQwC/Z6Wuhiph85WdaGUfwMtlqU5LyE5AdFI0fJ18EaeJQ2ZRJvLV+WWWsZRbwsue968yRgw6JK3inNKQ0+kloNWjWwW+j/0O356KQKDGASdPfw8zmRwKwQxmMjnkMjnM5WZwtnZAgGsAHC0doRN1KNIUoUBdgHx1PgrVhShQF0ClVUEURYgQ9ePWyAQZBEGATJBBhgeeCzII+Pv5/WX1y6P8czdbN1iaWSK7OBt56rwnrvPB9z5q3cYqvSAdyYUX8G7396UuhahWLO61GC0cWwAAijRFuFN0B5lFmVBpVWjp2FLi6uhRGHSo9okicOc6cHU3cG0P0P8dwLPrY9+y7PRyQAAOOuhwMHYlRGghQgcR2nLLmgu2KBHzy6+kFsigQENzL9wuSXxobVUjQIDs3td/PheAe+FJgADg3vMHAtX91zJBgAxyyIR7r+8FMAEy/TT9WvXP/7HMA6/z1HchCHKENhv8hPqJ6h4rMyt42HnAw85D6lLoCRh0qPaknAZOrwVybgHOLYCmfYEJbwBPuItvoboQVpDhVd8JeLVr2U6voihCJ+qgFbXILMrEtvhI5KkK4GHvggaWdrA1t4W1mTVsFDawVdjCwszi3gd52ZYSnaiDTtSVrg8PPBd10OHv5/dbgv45XSfqoNFpcCL1PE4p4/BUw2D08uxcoXXef67VaaETRWhFHbQ63b390kGnu/f13kP7j9c6Ubw3TQvtvW1oRR00Oi00Om3pPJ0OGt3f79XqSrer0+mggwhR1JUGR1FEabWi/rl+2gP7L0IHWzNHTPZ9Hfbm9gb/ViEiMhQGHap5mhLgj3mAIAd6/B/QsEWl3r4/MRJF0GGI7wvl5gmCALkghxxyuNm6YWqAtDeU7NK4i6TbJ6KaY8ynkunRGHSoZt06BexfVHolVZuq3R7g5u04OMss2ERMRESVxqBDNSMzHti7ALB3B0b8F7BvUuG36kQdslXZpS01ghyCzAxqUVeDxRIRPZoI8ckLkdFi0CHDu7YX+OsbYPiXgEPlW2E+P/g21iXtLjPNXlAYqjoioiop7fBPpoZBhwxHqwHOrCu9T9VzPwEKyyqtpmWjTkDSbszuPBtutm7Q6bRws3EzcLFERFQfMOhQ9el0wMXfgFNrgHajSm/fIK/at1ZWcRZO3zoMAHCQWyPUJ9SAhRIRUX3DoEPVk3YOiH4faDEQGPczoLCq0mo0Og1+Pv89VpxfCUDE2x2mYURrjpJMRNK7P7goz1yZJgYdqhpRLG3Buba3tAXHxrnKqzqRchRLDoXhesldjHbvixm9FsLJ0smAxRIRUX3FoEOVp9UAu94svaJq7I9Vvst4an4qPj84D1GZZ9HB2h0bBm1AO5f2Bi6WiIjqs6p9QlH9VXAH+PkloGkfoO/ch4acyZMnw9/fHx07dkRgYCD27t2rn3fixAl07dYVnq3c0LxVM/z2434s6fYefnx2N8yzLTB48GB06NAB7dq1w6ZNm2pzz4iIHur+5eW86so0MehQxV3bA/wyEeg3D2g/+pGLLVu2DOfPn8fZs2cRERGBMWPGQKcrvZXAC5OehzooGw3faYj/fDsDuftUaKZrB0EQMGnSJDz33HM4d+4cDhw4gLfeegspKSm1uINkqk6fPo2nn34aTk5OsLa2Rvv27fHVV1+VWaakpASLFy9GmzZtYGlpiUaNGmHo0KG4deuWRFUTUW2oVtBZunQpBEHArFmz9NMiIiLQr18/2NvbQxAEZGdnV2hdKSkpmDBhApydnWFlZQU/Pz+cPHmyzDKXLl3C008/DQcHB9jY2CAwMBA3b96szi5QRRTcAbZNA67vB8ZtApp0gCAIWLx4Mbp27YqmTZtizZo1+sUbNGigf56TkwMAuJYVj1e3jkBqQRqcdQ3w28jteMnv/2BhbgEnp9L+OOfOncNTTz0FAHBxcUGHDh3YqkNPFBUVhR49eiAjIwPvvvsuvvzySwwbNqxMgFGr1Rg6dCgWLVqE0NBQfPPNN3jrrbdgY2Oj/x4lorqpyn10YmJisGrVKvj7+5eZXlhYiNDQUISGhiIsLKxC68rKykJQUBD69++P3bt3w8XFBfHx8XB0dNQvc/36dfTq1QtTpkzBggULYG9vj7i4OFhaVm2sFqoArRo4sfrvO4x7dC4z28LCAidOnMDly5cRGBiIF198EWZmpd9Sb7/9Nn755RfczbqLZ98Nxtidz8JDYY8VK5dj4dTF6L2lD27fvo1Vq1ahcePGAIDOnTtj/fr1eOutt5CQkICjR4/Cx8entveaTEhubi5eeuklDB06FL/++itkj+gvtmzZMhw8eBB//vknunbtWstVkqm7f9UVT12ZKLEK8vLyxJYtW4rR0dFi3759xZkzZ5ZbZv/+/SIAMSsr64nrmzdvntirV6/HLvPcc8+JEyZMqEq5oiiKYk5OjghAzMnJqfI66pWrUaL4wzBRPPM/UdRqy80GIKalpelfN2jQQExOTta/1mg14i+xP4jt32ou2jS1EiOOfiaWaErE5557Tvzpp59EURTF69evix4eHmJcXJwoiqJ448YNcfTo0WKHDh3Ep59+Whw7dqw4e/bsGt5RMmUrV64UAYgXL14URVEU8/PzRe0/vl+1Wq3o5uYmjh07VhRFUVSr1WJBQUGt10qmKyYtRmz/Q3vxRvYNqUupl6r7+V2lU1fTpk3D0KFDMWjQIIOEre3bt6NLly4YM2YMXF1dERAQgNWrV+vn63Q6/P7772jVqhVCQkLg6uqKbt264bfffnvkOlUqFXJzc8s8qAKykoBNE4Cbx4DnNwAdX3jkVVUPtqbJ5XJ88+eHmPhzCCb+EoKRG/tgwanP8PSAAWiicEcn837IycrB1q1bMW7cOABAs2bN0L17dxw5cgQA4OPjg82bN+Ps2bPYtm0bcnJy0K5du5rfZzJZe/bsgb29PVJSUtC6dWvY2trC3t4eU6dORXFxMQDg4sWLSE1Nhb+/P1577TXY2NjAxsYG/v7+2L9/v8R7QEQ1rdJBZ+PGjTh9+jSWLFlisCISEhKwcuVKtGzZEpGRkZg6dSpmzJiBtWvXAgAyMjKQn5+PpUuXIjQ0FFFRURg1ahRGjx6NgwcPPnSdS5YsgYODg/7h6elpsHrrJFEEYn8Fds4CBi8EBr4HWNhWahWXMi/iSn4GrLJtEODUFj+GrsUIx1dw5/YdNGvWDI6OjrCxscG+ffsAAJmZmTh+/Djaty+9pDw9PR06XenNOyMjI3Hx4kV9KCJ6mPj4eGg0GowYMQIhISHYvHkzXn75ZYSHh2Py5Mn6ZYDS01cHDhzAqlWrsGbNGhQXFyM0NBTnz5+XchfIhAgCT12Zokr10UlOTsbMmTMRHR1t0L4xOp0OXbp0weLFiwEAAQEBuHDhAsLDwzFx4kT9h9+IESMwe/ZsAEDHjh1x9OhRhIeHo2/fvuXWGRYWhjlz5uhf5+bmMuw8SsopYP8SwKcX8MJGwMzisYurdWoAwOIDc+Hm5AqZzAzFmiLIzW1RpLmLM2tSUJB3FdvNYmBjY4Nff/1V39/q559/xty5c6HRaKBWqzFr1iz06NEDALBjxw4sXboUcrkcbm5u2LVrF6ysqjbSMtUP+fn5KCwsxOuvv66/ymr06NEoKSnBqlWrsHDhQuTn5wMA8vLycObMGf3vgQEDBqBFixb45JNPsH79esn2gYwf715u2ioVdE6dOoWMjAx06tRJP02r1eLQoUNYsWIFVCoV5HJ5pYto0qQJ2rZtW2aar68vNm/eDABo2LAhzMzMHrrMn3/++dB1WlhYwMLi8R/Y9V5OCrDvo9JgM/IbwNa1Qm9LL0hH+x/aY3fOX8C9C1a6fd0WmbiNJjJ7rInegia2TR763kGDBuHUqVMPnffKK6/glVdeqdKuUP10Pwi/8MILZaaPGzcOq1atwrFjx2BtbQ0ACAoKKvPHjpeXF3r16oWjR4/WXsFEVOsqFXQGDhyI2NjYMtMmT56MNm3aYN68eVUKOUDpL6ArV66UmXb16lV4e3sDAMzNzREYGPjYZagSCu4Ahz4Bcm4B/d4GGvtV6u0edh44+NxBbL+4AT9f+gnJmjx0aNAK03stRDPH5jVUNFF5bm5uiIuLQ6NGjcpMd3UtDe1ZWVlo0aIFAJRb5v5yZ86cqflCqU7gVVemqVJBx87OTt+f4j4bGxs4OzvrpyuVSiiVSly7dg0AEBsbCzs7O3h5eenHSxk4cCBGjRqF6dOnAwBmz56Nnj17YvHixRg7dixOnDiBiIgIRERE6Lczd+5cPPfcc+jTpw/69++PP/74Azt27MCBAweqvPP1jlYNxHwLxEcB/cIAz6pfZutk6YRJnaZhQsd/YceVX7Dy1HKM2j4Swxv3wNSg9+Fu627AwokernPnzoiOjtZ3Rr4vNTUVQOl4TH5+flAoFA8dfDI1NRUuLi61Vi8RSaC6l3398/Ly999/XwRQ7rFmzRr9Mt7e3uL7779fZj07duwQ27dvL1pYWIht2rQRIyIiym3ru+++E1u0aCFaWlqKHTp0EH/77bcK11nvLy+P31N6ufjp9Q+9XLy6VBqVuP5MuNhnXSex4w9+4qI9s8TbhbcNvh2iB50+fVoEII4bN67M9BdeeEE0MzMTU1JSRFEUxREjRohyuVy8dOmSfpmLFy+KcrlcfOONN2q1ZjI9J9JOiO1/aC8m5SRJXUq9VN3Pb0EUxXrRyyo3NxcODg7IycmBvb291OXUnvwM4I+3AbsmQN95gGXN7nuhuhD/O7sK319aB7WoxX8H/hddPXrX6DapfpsyZQq+//57jB07Fn379sWBAwfwyy+/ICwsTH+Bw8WLF9GtWzfY2dlhxowZAICvvvoKGo0GZ86cgbs7WyDp0WKUMXg58mXsGrULnva8qKW2Vffzm3cvr6vURcDhLwDl+dJLxRvVzng0giCgsCQPRaIWjc1s0NDGrVa2S/VXeHg4vLy8sGbNGmzduhXe3t5YtmxZmVvTtG3bFgcPHsS8efPw0UcfQSaTYcCAAfj0008ZcuiJ6kl7QJ3FFp266Pp+4PDnQPepQJuhtbbZw0l7sejP/yBDU4AprZ7DlMB/w9KMt+ggItN2Iu0EpkRNYYuORNiiQ38rKQSi3wUEOfDCBsDCrlY2m1GYgaX75iD6zjl0s2+O8AHL4OPQtFa2TURUa3jRlUli0KkLRBG4+gdw7L9Az/8DWoXUyma1Oi02ng3H17ERsJApsLT7B3iq1WiOHkpEREaDQcfUZVwC9n5YOhbOuE2AuU2tbPZixjks3DcLcapMjPEcjJlB78PBwqFWtk1EVJs4MrJpY9AxVbmpwC+TAEcfYMjHQIPaOW+cX5KPFQfDsCH1AFpYNsKPQ35ER9eOtbJtIiIpccBA08SgY2JyVDk4du4HDIjdCfM2w4GgGbWyXVEUsefqViw9vgh5ohazO0zDeP8pUMgUtbJ9IiKiqmDQMSExyhiEHQ5DemE63C2sMadRUwwWxRrvE5OSdwuLoqfjcN519GsYgPl9P37kvayIiOqSIk0RTmeclroMqgYGHROg1qkRfi4cq8+vRudGnbEo6COsi/kc/z4yHwFnvsHcvkvh59qhRra7LmYZwi+vh4OZNZb3/QIDfQYbfDtERMbm4p2L2BK/BbsSdiFPnYceTXrAxZq3CzFFHEfHyCXnJePtw28jLjMOb3R8A1PaT4FcVnrz1KPJh/DZn+8hvuQOhrp2xaw+i9DYprFBtnsm9TgWHvg3bqhzML7ZSEzrHgZrhbVB1k1EZIxyVDnYdWMXtsRvweW7l+Fi5YKRLUZiVItRHD9HQtX9/GbQMWKRiZF4/+j7aGDRAB/3+RgdXMq32mh1Wmy9uB5fn/kKBTo1JrZ8FlMC36xyKMlR5WDZgXnYrDwCfxsPvNv/C7Rx9q3urhARGSWdqMNJ5UlsubYFe5L2QKPToI9HHzzT8hkEuQfBTMYTH1Jj0KkgUwo6oijih7gf8MWpLxDqE4r3erwHO/PHD/5XoC7Adyc+w9prm2EnM8fkdhMxxm9KhQOPKIrYcWkDPjv5GTQQMbPTTDzb9kV96xERUV2SUZiBbde2Yeu1rUjOS4a3vTdGtRiFES1GoKFVQ6nLowcw6FSQqQQdURTxScwnWH9pPV71exX/F/B/lepsnJqfivCjH2JH2p+wERSY0Po5jAuYCnvzR+/zjewEfLR3Bk7kJ2FIo254q+9S/qATUZ2j1qlx+NZhbInfgsMph2EuM0ewTzBGtRiFzo06c7BTI8WgU0GmEHTyS/Lxxakv8MvVX/BOt3fwfJvnq7yutPw0rDnxKTYn74E5ZHi++Qi82GUmnCyd9MuotCqsPv4Jvo//BY0VdvhP7yXo6dnHELtCRGQ0EnMSsfXaVmy7tg13iu+gnXM7jG45GkOaDnliazlJj0Gngow56BSqC7Ht+jZ8e/5b5KnzMLPTTIz3HW+QdWcWZWLdyeXYmLADIoBnvUMwKfDfuH73MhYdCkOqJh9TWo3FK4Fv8gacRFRnFGmKEJ0UjS3xW3Aq/RTszO0wvNlwjG45Gq2dWktdHlUCg04FGWPQUWvV+PbCt/jp0k/IL8lHsE8wZneaXSNj1GQXZ+OnM//FT/G/okjUQAMg0M4H/xnwJZo1aGbw7RER1TZRFHHx7kVsuboFu27sQr46H90ad8OolqMw0Gsg/5gzUQw6FWRsQUdZoMSMfTMQnx2P51s/jwltJ8Dd1r3Gt5tfko/f4n6Es40rQlvyBpxEZPpyVDn4PeF3bInfgitZV+Bq5YoRLUZgVMtR8LTjZeGmrrqf37xuTgKF6kLM2DcDd4vvYv1T69HOuV2tbdvW3BYTAqbW2vaIqH4o0ZZALshr7UpNnahDjDIGW+JLLwvXiTr09eyLGZ1moKdbT14WTnr8TqhlJdoS/OfIf5CYm4gfh/zIc8VEZLIK1AWITorGzoSdOJF2Ag2tGqKHWw84WjiigWWD0q8WDf5+btkA9ub21Qoh6QXp2HZ9G7bGb8Wt/FvwsffB9IDpGN58OK8WpYdi0Kkloiji0K1D+CTmE6Tkp+Dzvp8z5BCRydHoNDiWegw7EnZg/839UGlVCGwciLe7vo3r2ddxNesqzqvOI0uVhVxVLkSU7x1hb24PR8t7Iejeo8zrB4JRA4sGsFHY4M+UP7Elfgv+TPlTf1n4ol6LEOAawFPw9FgMOrXgyt0rWHZ6GY6kHEH3Jt3x1YCv0LxBc6nLIiKqkPudfHde34ndN3bjTvEdNHdojn91+BeGNRv2yFvPaHVa5JbkIkuVhRxVDrKKs5CtykZW8b3XqixkF2cjMTcR526fe2w4AoD2zu3xTrd3eFk4VQqDTg3S6rRYcGwBfrv2G7zsvbC8/3IM8BzAvz6IyCSk5afh9xu/Y8f1HUjISYCzpTOeavYUhjcbjjZObZ74u0wuk8PR0hGOlo4V3uaD4Si7OFsffto6t2UrOFUJg04N2nVjF7Ze24qwrmEY03oMFDKF1CURET1WXkke9iTtwY6EHYhRxsBSbokBXgMwN3AuujfpXuOdfMuEI4ca3RTVEww6NUAn6rDh8gYsP7Ucg70HY5zvOKlLIiJ6ohhlDKbumQqVVgW5IMe4NuPwRsc34GDBxEGmi+PoGFhCdgI+Ov4RYpQxeL7185jdeXaV7yRORFSbbhfexncXvsP52+dx6e4laHQamMvM4evsC7+GfvB38Uc/z36wMrOSulSqRzhgYAXVdNDJK8nDynMrseHSBjSxbYJ3u7+LHm49DL4dIqLaoNKqcPnuZcTejsX52+dxNO0oclQ5mN15Nl5u/7LU5VE9wgEDjUDcnTg8v/N5yAU5pgdMx0ttX4K53FzqsoiIqsxCboEOLh3QwaUDjqUew77kfWjRoAWebfWs1KURVQqDjgEcSz0GANCKWlzNuopDtw4hyD2IzbtEVCfEZsZCpVXhWvY1BP8ajDZObeDr5Fv61dkXTR2a8mILMlo8dWUgCdkJiE6KRnRSNK5kXYGVmRV6u/fGYJ/B6OPeh/10iMik5ZXk4eKdi7iQeQGX7l7C5buXkZSbBAAwl5mjpWNL+Dr7wtfJFyE+IezATAbDPjoVVJs39UzKTdKHnot3LsJCboEBXgMwreM0eNt71+i2iYhqS35JPq5kXcHlu5dx8c5FXL57GVezrmJ6x+n4V4d/SV0e1REMOhUk1d3Lb+XdQnRSNH669BPuFN3Bs62exesdXoezlXOt1UBEVFt6beyFSe0m4RW/V6QuheqI6n5+y2qgJnqAh50HJrefjJ2jduL/Ov0ffk/4HU9teQorz61EobpQ6vKIiAyqSF3E/olkVBh0aomlmSVebv8ydo3ehWdbPYvV51fjqS1P4ecrP0OtU0tdHhFRtWl1WpToShh0yKgw6NSyBpYNMDdwLnaM2oEebj3w0V8fYfS20dibtBf15CwiEdVRxdpiAGDQIaPCoCMRd1t3LOm9BD8P/xlutm6YdWAWXtr9Es5knJG6NCKiKinSFAFg0CHjwqAjsTZObbBq8CqsGrwKKq0KL+1+CTP2zUBCdoLUpRERVQqDDhmjagWdpUuXQhAEzJo1Sz8tIiIC/fr1g729PQRBQHZ2doXWlZKSggkTJsDZ2RlWVlbw8/PDyZMn9fMnTZoEQRDKPEJDQ6tTvlHp6dYTG4dtxJLeS3A16ypGbR+FD45+gIzCDKlLIyKqkPtBx9LMUuJKiP5W5aATExODVatWwd/fv8z0wsJChIaGYv78+RVeV1ZWFoKCgqBQKLB7925cvHgRn3/+ORwdHcssFxoairS0NP1jw4YNVS3fKMkEGYY1G4btI7fj353/jT0392DY1mH4+szXyC/Jl7o8IqLHYosOGaMq3QIiPz8f48ePx+rVq/HRRx+VmXe/defAgQMVXt/HH38MT09PrFmzRj+tadOm5ZazsLBA48aNq1KySTGXm+Oldi9hZMuR+D72e6yNW4tfrvyCf3X4F8a2GguFnEOtE5HxYdAhY1SlFp1p06Zh6NChGDRokEGK2L59O7p06YIxY8bA1dUVAQEBWL16dbnlDhw4AFdXV7Ru3RpTp07FnTt3HrlOlUqF3NzcMg9TY29uj1mdZ2HnqJ3o69kXn8R8gqd/exp/3PgDOlEndXlERGUUa3jVFRmfSgedjRs34vTp01iyZInBikhISMDKlSvRsmVLREZGYurUqZgxYwbWrl2rXyY0NBTr1q3D3r178fHHH+PgwYMYMmQItFrtQ9e5ZMkSODg46B+enp4Gq7e2NbZpjA+DPsSvw39FswbNMPfQXIz7fRxOpJ2QujQiIj226JAxqtSpq+TkZMycORPR0dGwtDRcZzOdTocuXbpg8eLFAICAgABcuHAB4eHhmDhxIgDg+eef1y/v5+cHf39/NG/eHAcOHMDAgQPLrTMsLAxz5szRv87NzTXpsAMALR1b4r8D/4sYZQy+OPkFpkRNQS/3XpjdeTZaObaSujwiquf0nZHl7IxMxqNSLTqnTp1CRkYGOnXqBDMzM5iZmeHgwYP46quvYGZm9sjWlSdp0qQJ2rZtW2aar68vbt68+cj3NGvWDA0bNsS1a9ceOt/CwgL29vZlHnVFYONA/G/o//BZ389wM/cmnt3+LN758x0oC5RSl0ZE9ViRpggWcgvIZXKpSyHSq1SLzsCBAxEbG1tm2uTJk9GmTRvMmzcPcnnVvrmDgoJw5cqVMtOuXr0Kb+9H3+n71q1buHPnDpo0aVKlbZo6QRAQ4hOCAZ4D8MvVX7Dq/Cr8ceMPjG87HlPaT4GDhYPUJRJRPVOk4X2uyPhUqkXHzs4O7du3L/OwsbGBs7Mz2rdvDwBQKpU4e/asvqUlNjYWZ8+exd27d/XrGThwIFasWKF/PXv2bPz1119YvHgxrl27hv/973+IiIjAtGnTAJRe5TV37lz89ddfSExMxN69ezFixAi0aNECISEh1T4IpkwhV2Cc7zj8Pup3TG4/GRsvb8RTW57C2ri1UGlVUpdHRPVIkaaIY+iQ0anS5eWPEx4ejgULFuhf9+nTBwCwZs0aTJo0CQBw/fp1ZGZm6pcJDAzE1q1bERYWhoULF6Jp06ZYvnw5xo8fDwCQy+U4f/481q5di+zsbLi5uSE4OBgffvghLCwsDL0LJsnW3BbTA6bjudbPYeW5lVh2ahnWxa3Dq/6vYnTL0TCXm0tdIpFRySvJQ9ydOMgFORQyBcxkZqUPofSrQq7QPzeTmZVZRiZwUPmHKdYUs0WHjI4g1pM7Sebm5sLBwQE5OTl1qr/OoyTlJiH8XDh+T/gdjW0a4zX/1zCixQgoZByDhwgAPj/5OX6I+6FK75UJsjIh6MEw9LDQ9LDlHhWoHrVcuelPWEY/X1A8cjtyQQ5BEAx2TBceW4i4O3HYNGyTwdZJVN3Pb4O36JBx8Lb3xpLeS/Cq36tYeW4lFhxbgG9jv8XrHV7HsGbDYCbjfz3Vb/bm9rBR2GDj0I3Q6DTQiJrSrzoN1Do11Dq1/rX+8Y9l/jlPrVVXaLkCdUG5+WWWEzXlt31vuqFVNFDdD27/nCYX5NCJOmhFLS7dvQQ3GzeD10hUHfy0q+OaNWiGT/t+ilf9X8XKsyvx7pF39YFniM8QXh1B9ZabrRsK1AVwsXaBjcJG6nIqRBTFvwPVI8KQWvfweQ8GKf3zJ6zjYcHtwUexthg6nQ4yQQaZIEMbxzYY6F1+uA8iKTHo1BOtHFthWf9luHTnEr45+w3CDodh9fnVmNpxKoK9g9nngOodN9vSlofU/FS0dGwpcTUVIwgCFIKCp6CJKoGfbvWMr7Mvvh74Nf731P/QxLYJ5h6ci2d3PIu9SXtRT7prEQGA/hRLan6qxJUQUU1i0Kmn/Fz8ED4oHOuGrIOTpRNmHZiF53Y+h4PJBxl4qF6wtyjt1JinzpO4EiKqSQw69VyAawC+Df4W34d8DyszK0zfNx3jd43HkZQjDDxUp/G+TET1A4MOASi9rcQPoT8gYnAEBEHA63tex8Q/JuJ42nGpSyOqEfeDjrWZtcSVEFFNYtAhPUEQ0MOtB9YPWY9vBn6DEm0JXol6BS9HvozT6aelLo/IoArVhQDYokNU1zHoUDmCIKC3R29sGLoBX/X/CrmqXEz8YyJei3oN526fk7o8IoMo1JQGHWsFW3SI6jIGHXokQRDQ36s/fh7+M77o9wVuF93GhF0T8MaeNxB3J07q8oiqhaeuiOoHBh16Ipkgw2Dvwdj89GZ80ucTJOcl4/mdz2PGvhm4cvfKk1dAZIR46oqofmDQoQqTCTIMaToEW0dsxeJei3Et+xqe3fEs5hyYg2tZ16Quj6hS9C06PHVFVKcx6FClmcnMMLz5cGwbuQ0Ley5EXGYcRm8fjbcOvYWk3CSpyyOqkEJNIQQIsJRbSl0KEdUgBh2qMoVMgVEtR2HnqJ34T/f/4HT6aYz4bQQWHFuA9IJ0qcsjeqwidRGszKwMevduIjI+DDpUbQq5AmNbj8Xvo3/H7M6zsSdpD4ZuHYovTn2BHFWO1OURPVShppD9c4jqAQYdMhgLuQUmtpuIXaN3YVK7Sdh4eSOGbB6CuExeoUXGp0hTxP45RPUAgw4ZnJ25HaYHTMfu0buhgw5/pf0ldUlE5RSq2aJDVB8w6FCNcbZyRgOLBihQF0hdClE5RZoijqFDVA8w6FCNslHYIF+dL3UZROWwjw5R/cCgQzXKVmHLFh0ySuyjQ1Q/MOhQjbJR2CC/hC06ZHzYR4eofmDQoRpla84WHTJO7KNDVD8w6FCNslXYIk+dJ3UZROUUaYrYokNUDzDoUI1iHx0yVoXqQvbRIaoHGHSoRrGPDhkrtugQ1Q8MOlSj2EeHjJEoiijUFLKPDlE9wKBDNcpGYYNibTHUOrXUpRDpqXVqaEUtrBRs0SGq68ykLoDqNjuFHQCgoKQADSwbSFsM0T2F6kIAgJlghmJNcZl5D7ubuQDhsa/vTXzsMjJBBpnAvy2JahuDDj3R1D1TcT37+iPnixAfOU+lUQEoHYW2ARoYujSiKtGIGgDAvMPzam2bduZ22D16NxwsHGptm0TEoEMVcDztOLo27op2DduVm/ewv2z/+RexncIOjW0a11h9RJXV0KohVg5aiWxVdpnpovjo0K5f5h/B/mHv+ecyuapcfHryU1zIvIAg96DKF0xEVcagQxXSx6MPxvmOk7oMIoPp5d6r1ralE3X45tw3uHz3MoMOUS3jCWN6oof2RyCiCpMJMrRs0BJXs65KXQpRvcOgQxXyuH44RPRk3vbeuJV3S+oyiOodBh16ooddhUJEleNu647UglSpyyCqdxh06Il46oqo+pytnJFVnAWdqJO6FKJ6hUGHHksURWhEDcf/IKqmBhYNoBW1yCvhTW6JahM/veix8tR50Og0cLR0lLoUIpN2/waiRZoiiSshql+qFXSWLl0KQRAwa9Ys/bSIiAj069cP9vb2EAQB2dnZFVpXSkoKJkyYAGdnZ1hZWcHPzw8nT5586LKvv/46BEHA8uXLq1M+VcCdojsAAGdLZ4krITJt928gWqgplLgSovqlykEnJiYGq1atgr+/f5nphYWFCA0Nxfz58yu8rqysLAQFBUGhUGD37t24ePEiPv/8czg6lm9F2Lp1K/766y+4ublVtXSqBH3QsWLQIaqO+0GHLTpEtatKAwbm5+dj/PjxWL16NT766KMy8+637hw4cKDC6/v444/h6emJNWvW6Kc1bdq03HIpKSn4v//7P0RGRmLo0KFVKZ0q6U4xW3SIDOH+ndLv32ertuWocqDRaSAIAgQIkAky3o6C6oUqBZ1p06Zh6NChGDRoULmgUxXbt29HSEgIxowZg4MHD8Ld3R1vvPEGXn31Vf0yOp0OL774IubOnYt27crfiuCfVCoVVCqV/nVubm6166yPclQ5AICvz3wNhUwBmSCDs5UzJrebzMvOiSrhfovOHzf+wKU7l6AVtdCKWmh0GuhEHTQ6Tek0nVY/7/5z/TKi5qHztTotNGLpMvefP7icSqN66KXt73Z/F2Nbj63tQ0FUqyoddDZu3IjTp08jJibGYEUkJCRg5cqVmDNnDubPn4+YmBjMmDED5ubmmDhxIoDSVh8zMzPMmDGjQutcsmQJFixYYLAa66vuTbrD38UfZzPO6q8YSS9Mx9CmQ9HIppHU5RGZjAaWDdDEpgm2X98OmSCDXCaHmWAGuUwOuXDvce+5mcysdJl7zx+cd/+5mWAGhUwBS5ll2fU8sJyZzAxqnRp/pf0FAYJ+4E9fJ18E+wQjtGmoxEeFqOZVKugkJydj5syZiI6OhqWlpcGK0Ol06NKlCxYvXgwACAgIwIULFxAeHo6JEyfi1KlT+PLLL3H69OkKtyKEhYVhzpw5+te5ubnw9PQ0WM31hZe9F3566if964PJBzF933TIZXIJqyIyPRZyC0Q9G1Ur21JpVfgz5U9EJkbiYPJBFGoK0capDYK9gxHsEwxve+9aqYPIGFQq6Jw6dQoZGRno1KmTfppWq8WhQ4ewYsUKqFQqyOWV/wBs0qQJ2rZtW2aar68vNm/eDAA4fPgwMjIy4OXlVWa7//73v7F8+XIkJiaWW6eFhQUsLCwqXQs9nkbUAADH1SEyMiqtCkdSjiAyMRIHkg+gUFOIVo6tMMVvCoK9g+Hj4CN1iUSSqFTQGThwIGJjY8tMmzx5Mtq0aYN58+ZVKeQAQFBQEK5cuVJm2tWrV+HtXfpXx4svvohBgwaVmR8SEoIXX3wRkydPrtI2qWruj+oqF9iiQyS1Em0JjqQcQVRSFPYn70eBugAtHVticvvJCPYJRjOHZlKXSCS5SgUdOzs7tG/fvsw0GxsbODs766crlUoolUpcu3YNABAbGws7Ozt4eXnByckJQGlgGjVqFKZPnw4AmD17Nnr27InFixdj7NixOHHiBCIiIhAREQEAcHZ2hrNz2at+FAoFGjdujNatW1dht6mqtKIWAIMOkVRKtCU4lnoMkYmR2J+8H/nqfLRo0AIT201EiHcImjVguCF6UJWuunqc8PDwMp2A+/TpAwBYs2YNJk2aBAC4fv06MjMz9csEBgZi69atCAsLw8KFC9G0aVMsX74c48ePN3R5VE1a3b2gwz46RLVGrVXjWNq9cHNzP/LUeWjm0AwvtX0JwT7BaN6gudQlEhktQRRFUeoiakNubi4cHByQk5MDe3t7qcsxWTuu78D8P+fj1IRTMJebS10OUZ2l1pZeLRWZGIl9yfuQV5KHpg5NEeITghDvELRwbCF1iUS1orqf3wZv0aG6TaMr7YzMU1dEhqfWqXE87TgiEyOx9+Ze5JXkwcfeB+PajEOITwhaNGjB8auIKolBhyrlfmdkXnVFZBhqnRon0k4gKikKe2/uRY4qB9723nihzQsI9g5GK8dWDDdE1cCgQ5WiFbWQC3L+4iWqBo1OgxPKE4hKjMKem3uQo8qBl50XxrYaixCfEIYbIgNi0KFK0YpatuYQVYFGp0GMMkZ/WipblQ1PO0+MaTUGIT4haO3YmuGGqAYw6FClaHVamMn4bUNUERqdBifTT5a23CTtQZYqCx62Hnim5TMI9gmGr5Mvww1RDeMnFlUKW3SIHk+r0+JU+ilEJkZiz809uFt8F+627hjZciRCfELQ1qktww1RLWLQoUq530eHiP6m1WlxOuM0IhMjEZ0UjbvFd+Fm44YRzUeUhhtnhhsiqTDoUKXoRB2DDhH+DjdRiVGITorGneI7aGLTBE83fxrB3sFo37A9ww2REWDQoceKuxOHlWdXokRbAp2ow638Wzx1RfWWTtThTMYZfctNZlEmGts0xtBmQxHiEwK/hn4MN0RGhkGHHutg8kEcTzuOPh59IJfJ4WrtivYN2z/5jUR1hE7U4WzGWX24uV10G42sG2FI0yEI9g6Gv4s/wz+REWPQocfKKs6Cl70XPu/3udSlENUanajDudvnEJUYhajEKGQUZcDV2rX09gs+IQw3RCaEQYceK1uVDUcLR6nLIKpxOlGH87fPIzIxElFJUcgozICLlQuCfYIR4hOCDi4dGG6ITBCDDj2WRqeBQq6QugyiGiGKIs5nntefllIWKNHQqiGCvYMR7BOMANcAhhsiE8egQ48lE2TQ6rRSl0FkMKIoIjYztvS0VFIU0grS0NCqIQZ5DUKITwgCXAMgl/HKQqK6gkGHHksuk0MrMuiQaRNFEXF34kpPSyVGIbUgFU6WThjsPRghPiHo5NqJ4YaojmLQoceykFsgryRP6jKIKk0URVy8c1Hf5yYlP0UfboK9g9G5UWeGG6J6gEGHHquTaydsu7YNmUWZaGjVUOpyiB5LFEVcvHsRUYlRiEyMREp+ChwtHDHIu/S0VOdGnXmvNqJ6hj/x9Fh9PftCEAQM2zoMMsigETVoZN0Iv434jX8Nk1EQRRGX715GZGIkIhMjcSv/FhpYNNCHmy6NujDcENVj/Omnx3KydMInfT7BrbxbkAtyXM66jN8TfkeJrgRWMiupy6N6ShRFXMm6ou9zczPvJhpYNMBAr4F41+dddG3cleGGiAAw6FAFhPiE6J/vTNiJ3xN+hyiKElZE9ZEoiriadVXf5yYpNwn25vYY5D0I73R7B4FNAqGQcSgEIiqLQYcq5U7RHViZWcHKjK05VPNEUUR8dry+5SYxNxH25vYY6DUQYV3D0LVJV4YbInosBh2qlJT8FLjbuvPGhVSjrmVdQ2RSaZ+bGzk3YGduh4FeA/FW4Fvo3qQ7B7Ekogpj0KFKuZV3Cx62HlKXQXXQ9ezr+g7FCTkJsFPYob9Xf7zZ5U30aNKD4YaIqoRBhyolJT8FPdx6SF0G1REJ2Qn6PjfXsq/BVmGLAV4DMKfzHPRw6wFzubnUJRKRiWPQoQoTRVF/6oqoqhJyEvTj3FzLvgYbhQ36e/bHzE4z0dOtJ8MNERkUgw5VWGZRJlRaFYMOVVpiTmLpaamkSMRnxcPazBr9vfpjRsAM9HTvCQu5hdQlElEdxaBDFZaSnwIA8LBjHx16sqTcJP3VUleyrsDazBr9PPthWsdpCHILgqWZpdQlElE9wKBDFXYr/xYAsDMyPdLN3JuISio9LXX57mVYmVmhn0c/TO0wFUHuDDdEVPsYdKjCbuXdgqOFI6wV1lKXQkYkOTcZkUmlLTeX7l6ClZkV+nr0xb/8/4Ug9yCOuUREkmLQoQpLyU/haSsCACTnJSMqMQpRSVG4eOcirMys0MejD17xewW9PXoz3BCR0WDQoQrjFVf1W0p+iv5qqbg7cbCUW6K3R2+83P5l9HbvzZY+IjJKDDpUYbfybsG/ob/UZVAtSs1P1YebC3cuwEJugT4efTCp/ST0ce/DcENERo9BhypErVMjvTCdp67qgbT8NEQlRSEqMQrnM8/DQm6BXu698FK7l9DXoy/DDRGZFAYdqhBlvhI6UcdTV3WUskBZ2nKTFInzt8/DXGaOXu698HHvj9HXsy9sFDZSl0hEVCUMOlQhyfnJAHhpeV2iLFAiOikakYmROHf7HBQyBXq598LS3kvR16MvbM1tpS6RiKjaGHSoQlLyUyATZGhs21jqUqga0gvSEZ0UjaikKJzJOAOFTIEgtyAs7rUY/Tz7wc7cTuoSiYgMSladNy9duhSCIGDWrFn6aREREejXrx/s7e0hCAKys7MrtK6UlBRMmDABzs7OsLKygp+fH06ePKmf/8EHH6BNmzawsbGBo6MjBg0ahOPHj1enfKqElLwUNLZuDIWMd5A2NRmFGfjp0k+YuHsiBv06CJ+f+hz25vZY3GsxDj53EF8P/BrDmw9nyCGiOqnKLToxMTFYtWoV/P3LXoVTWFiI0NBQhIaGIiwsrELrysrKQlBQEPr374/du3fDxcUF8fHxcHR01C/TqlUrrFixAs2aNUNRURGWLVuG4OBgXLt2DS4uLlXdDaqgW/m34G7H/jmm4nbhbf1pqTMZZyCXydGjSQ98FPQR+nv1h725vdQlEhHViioFnfz8fIwfPx6rV6/GRx99VGbe/dadAwcOVHh9H3/8MTw9PbFmzRr9tKZNm5ZZZty4cWVef/HFF/juu+9w/vx5DBw4sHI7QJWWkpeCFo4tpC6DHiOzKBN7kvYgMjESp9JPQS7I0d2tOxYGLUR/z/5wsHCQukQiolpXpaAzbdo0DB06FIMGDSoXdKpi+/btCAkJwZgxY3Dw4EG4u7vjjTfewKuvvvrQ5UtKShAREQEHBwd06NDhocuoVCqoVCr969zc3GrXWZ+l5Kego2tHJOeVdkqGCIgQAQBWZlZwsWarmhQyizKxN2kvIpMicVJ5EnJBjm5u3bCg5wIM8BrAcENE9V6lg87GjRtx+vRpxMTEGKyIhIQErFy5EnPmzMH8+fMRExODGTNmwNzcHBMnTtQvt3PnTjz//PMoLCxEkyZNEB0djYYNGz50nUuWLMGCBQsMVmN9ptVpkVeSh/WX1mP9pfXl5gsQsGPUDnjbe0tQXf1zp+gO9t7ci8jESJxMPwkBAro16YYPen6AAZ4D0MCygdQlEhEZjUoFneTkZMycORPR0dGwtDTcXYh1Oh26dOmCxYsXAwACAgJw4cIFhIeHlwk6/fv3x9mzZ5GZmYnVq1dj7NixOH78OFxdXcutMywsDHPmzNG/zs3Nhaenp8Fqrk/kMjl+Hv4z7hTfAVAabAQIAACNqMHUPVNxUnmSQacG3S2+qw83McoYCBDQtXFXvNf9PQzwGgBHS8cnr4SIqB6qVNA5deoUMjIy0KlTJ/00rVaLQ4cOYcWKFVCpVJDL5ZUuokmTJmjbtm2Zab6+vti8eXOZaTY2NmjRogVatGiB7t27o2XLlvjuu+8e2unZwsICFhYWla6FHq6lY0u0RMuHzmvt2Bpnb5/FM62eqeWq6ras4qwy4UaEiK6Nu+Ld7u9ioNdAhhsiogqoVNAZOHAgYmNjy0ybPHky2rRpg3nz5lUp5ABAUFAQrly5Umba1atX4e39+BYCnU5Xph8OSaODSwf8lfaX1GXUCdnF2diXvA+RiZE4nnYcIkQENgrE/G7zMdBrIJytnKUukYjIpFQq6NjZ2aF9+/ZlptnY2MDZ2Vk/XalUQqlU4tq1awCA2NhY2NnZwcvLC05OTgBKA9OoUaMwffp0AMDs2bPRs2dPLF68GGPHjsWJEycQERGBiIgIAEBBQQEWLVqEp59+Gk2aNEFmZib++9//IiUlBWPGjKneEaBq6+jaERuvbERWcRZbGaogR5WDfTf/Djc66NClUReGGyIiAzD4yMjh4eFlOgH36dMHALBmzRpMmjQJAHD9+nVkZmbqlwkMDMTWrVsRFhaGhQsXomnTpli+fDnGjx8PAJDL5bh8+TLWrl2LzMxMODs7IzAwEIcPH0a7du0MvQtUSR1dOwIAzt8+j76efaUtxkTow01SJI6nHodW1KJL4y54u+vbGOg9EA2tHt7JnoiIKkcQRVGUuojakJubCwcHB+Tk5MDenoOlGZIoihj4y0CMaDECMzvNlLoco5Vbkov9N/cjMjESx9KOQavTolOjTgjxCcFg78EMN0RED1Hdz2/e64qqTRAEdHTtiLMZZ6UuxejkluTiQPIBRCZG4mjqUWh1WgS4BmBul7kY7D2Y4w8REdUwBh0yiA4uHbDizAqodep6fz+svJK8MuFGrVOjk2snvNnlTQzyGoRGNo2kLpGIqN5g0CGD6OjaEcXaYly9exXtGta/flP5Jfk4cKs03BxJOQK1To2OLh0xp/McDPIehMY2vOs7EZEUGHTIIHydfGEmM0NsZmy9CToF6gJ9y82RlCMo0ZWgg0sHzO48G4O9BzPcEBEZAQYdMghzuTlaNmiJC5kXpC6lRhWoC3Aw+SAiEyPxZ8qfKNGVwL+hP2Z0moFg72A0sW0idYlERPQABh0ymM6NOiMqMQo6UQeZIJO6HIMpVBfi0K1DiEyMxOGUw1BpVfBr6IcZnWZgsPdguNm6SV0iERE9AoMOGcxAr4FYf2k9YjNj0cHl4XeVNxWF6kIcSjmEqMQoHL51GMXaYrR3bo9pHach2CcY7rbuUpdIREQVwKBDBhPgGgB7c3scTTlqkkGnUF2IwymHEZUYhUO3DqFYW4y2zm0xteNUBHsHw8POQ+oSiYiokhh0yGDkMjk6unbEmYwzUpdSYUWaIvyZ8iciEyNx6NYhFGmK4Ovki9c7vI5gn2B42vGO90REpoxBhwwqwDUA38Z+C61OC7msajd5rWnFmmJ9uDl466A+3Lzm/xqCvYPhZe8ldYlERGQgDDpkUAGuAShQFyA+Ox5tnNpIXY5esaYYR1KOIDIpEgeSD6BIU4TWjq3xqt+rCPYJhre9t9QlEhFRDWDQIYNq59wOZjIznE4/LXnQUWlVpeEmsTTcFGoK0cqxFV7xewXB3sHwcfCRtD4iIqp5DDpkUJZmlmjr3BZnM85inO+4Wt++SqvC0ZSj+pabAnUBWjq2xOT2kxHsE4xmDs1qvSYiIpIOgw4ZXCfXTth1YxdEUYQgCDW+vRJtCY6mHkVUYhT2J+9HvjofLRq0wMR2ExHiHYJmDRhuiIjqKwYdMrgg9yD8EPcDYjNj4e/iXyPbUGvVOJZ2DJGJkdh3cx/y1flo5tAML7V9CcE+wWjeoHmNbJeIiEwLgw4ZXGCjQDS0aojdN3YbNOg8GG7239yPPHUemjo0xYS2ExDiHYIWji0Mti0iIqobGHTI4OQyOUJ9QvFH4h94s8ub1brMXK1V46+0vxCVFIW9N/ciryQPPvY+GOc7DiE+IWjRoEWtnB4jIiLTxKBDNeKppk9h/aX1iEmPQfcm3Sv1XrVOjRNpJxCZGIm9N/cityQX3vbeeL718wjxCUErx1YMN0REVCEMOlQj2jdsD087T+y+sbtCQUetUyMmLQZRSVHYc3MPclQ58LLzwnOtn2O4ISKiKmPQoRohCAKGNB2CDZc24J1u78Bcbl5uGY1OgxhljL7lJluVDU87T4xpNQbB3sFo49SG4YaIiKqFQYdqzFNNn0LE+QjsvbkXQ5oOAVAabk6mnywNN0l7kaXKgoetB0a3HI0QnxD4Ovky3BARkcEw6FCNad6gOYLcgjD/z/m4mXsTGYUZ2HNzD+4W34W7rTtGthyJEJ8QtHVqy3BDREQ1gkGHatTXA77Gpyc/xYqzK+Bm44YRzUcg2CcY7ZzbMdwQEVGNE0RRFKUuojbk5ubCwcEBOTk5sLe3l7qceierOAsNLBow3BARUaVU9/ObLTpUKxwtHaUugYiI6iGZ1AUQERER1RQGHSIiIqqzGHSIiIiozmLQISIiojqLQYeIiIjqLAYdIiIiqrMYdIiIiKjOYtAhIiKiOotBh4iIiOosBh0iIiKqsxh0iIiIqM5i0CEiIqI6i0GHiIiI6qx6c/dyURQBlN7unYiIiEzD/c/t+5/jlVVvgk5eXh4AwNPTU+JKiIiIqLLy8vLg4OBQ6fcJYlUjkonR6XRITU2FnZ0dBEGQupzHys3NhaenJ5KTk2Fvby91OUaHx+fxeHwej8fn8Xh8nozH6PEMfXxEUUReXh7c3Nwgk1W+x029adGRyWTw8PCQuoxKsbe35w/RY/D4PB6Pz+Px+Dwej8+T8Rg9niGPT1Vacu5jZ2QiIiKqsxh0iIiIqM5i0DFCFhYWeP/992FhYSF1KUaJx+fxeHwej8fn8Xh8nozH6PGM7fjUm87IREREVP+wRYeIiIjqLAYdIiIiqrMYdIiIiKjOYtAhIiKiOotBpxZcvXoVI0aMQMOGDWFvb49evXph//79ZZaZMWMGOnfuDAsLC3Ts2LFS6xdFEUOGDIEgCPjtt9/Kzf/hhx/g7+8PS0tLuLq6Ytq0adXYG8OT8vgIglDusXHjxmrukWFJ/f0DAHfu3IGHhwcEQUB2dnbVdqSGSHV87ty5g9DQULi5ucHCwgKenp6YPn260d1PT6rjc+7cObzwwgvw9PSElZUVfH198eWXXxpgjwxLyp+v6qy3Nkl5jG7evImhQ4fC2toarq6umDt3LjQaTaXWz6BTC4YNGwaNRoN9+/bh1KlT6NChA4YNGwalUllmuZdffhnPPfdcpde/fPnyR97W4osvvsA777yDt99+G3FxcdizZw9CQkKqtB81RcrjAwBr1qxBWlqa/jFy5MhKb6MmSX18AGDKlCnw9/ev9Lprg1THRyaTYcSIEdi+fTuuXr2KH374AXv27MHrr79e5X2pCVIdn1OnTsHV1RXr169HXFwc3nnnHYSFhWHFihVV3peaIPXPV1XXW5ukOkZarRZDhw5FSUkJjh49irVr1+KHH37Ae++9V7kNiFSjbt++LQIQDx06pJ+Wm5srAhCjo6PLLf/++++LHTp0qPD6z5w5I7q7u4tpaWkiAHHr1q36eXfv3hWtrKzEPXv2VGcXapSUx0cUxYdOMyZSHx9RFMVvvvlG7Nu3r7h3714RgJiVlVWFPakZxnB8HvTll1+KHh4eFV5/TTO24/PGG2+I/fv3r/D6a5qxHJ/Krrc2SXmMdu3aJcpkMlGpVOqnrVy5UrS3txdVKlWFt8EWnRrm7OyM1q1bY926dSgoKIBGo8GqVavg6uqKzp07V2vdhYWFGDduHP773/+icePG5eZHR0dDp9MhJSUFvr6+8PDwwNixY5GcnFyt7RqSlMfnvmnTpqFhw4bo2rUrvv/+e4hGNLSU1Mfn4sWLWLhwIdatW1elm+nVNKmPz4NSU1OxZcsW9O3bt1rbNSRjOj4AkJOTAycnp2pt15CM7fgYIymP0bFjx+Dn54dGjRrpp4WEhCA3NxdxcXEV3k69uamnVARBwJ49ezBy5EjY2dlBJpPB1dUVf/zxBxwdHau17tmzZ6Nnz54YMWLEQ+cnJCRAp9Nh8eLF+PLLL+Hg4ID//Oc/GDx4MM6fPw9zc/Nqbd8QpDw+ALBw4UIMGDAA1tbWiIqKwhtvvIH8/HzMmDGjWts2FCmPj0qlwgsvvIBPP/0UXl5eSEhIqNb2aoLU3z8A8MILL2Dbtm0oKirC8OHD8e2331Zru4ZkDMfnvqNHj2LTpk34/fffq7VdQzKm42OspDxGSqWyTMgBoH/9z9Nmj2N8f6KZiLfffvuhHVkffFy+fBmiKGLatGlwdXXF4cOHceLECYwcORLDhw9HWlpalbe/fft27Nu3D8uXL3/kMjqdDmq1Gl999RVCQkLQvXt3bNiwAfHx8eU6khmaKRwfAHj33XcRFBSEgIAAzJs3D2+99RY+/fTTKm+3okzh+ISFhcHX1xcTJkyo8naqyhSOz33Lli3D6dOnsW3bNly/fh1z5syp8nYrypSODwBcuHABI0aMwPvvv4/g4OAqb7eiTO34SKFeHaMKn+SiMjIyMsRLly499qFSqcQ9e/aIMplMzMnJKfP+Fi1aiEuWLCm33oqe35w5c6YoCIIol8v1DwCiTCYT+/btK4qiKH7//fciADE5ObnMe11dXcWIiIgq73tFmMLxeZidO3eKAMTi4uLK7nKlmMLx6dChgyiTyfTzZTKZCECUy+Xie++9Z4jD8EimcHwe5vDhwyIAMTU1tbK7XCmmdHzi4uJEV1dXcf78+dXZ5UoxpeNTmfUakikco3fffbfcuhISEkQA4unTpyu8rzx1VUUuLi5wcXF54nKFhYUAUK5/g0wmg06nq/L23377bbzyyitlpvn5+WHZsmUYPnw4ACAoKAgAcOXKFXh4eAAA7t69i8zMTHh7e1d52xVhCsfnYc6ePQtHR8cavxmdKRyfzZs3o6ioSD8/JiYGL7/8Mg4fPozmzZtXedsVYQrH52Hub1OlUlV52xVhKscnLi4OAwYMwMSJE7Fo0aIqb6+yTOX4SMkUjlGPHj2waNEiZGRkwNXVFUBp31N7e3u0bdu24hurcCSiKrl9+7bo7Owsjh49Wjx79qx45coV8c033xQVCoV49uxZ/XLx8fHimTNnxH/9619iq1atxDNnzohnzpzR9yy/deuW2Lp1a/H48eOP3BYe0qt/xIgRYrt27cQjR46IsbGx4rBhw8S2bduKJSUlNbK/lSXl8dm+fbu4evVqMTY2VoyPjxe/+eYb0drausZbKypD6u+fB+3fv98or7qS6vj8/vvv4vfffy/GxsaKN27cEHfu3Cn6+vqKQUFBNba/lSXl8YmNjRVdXFzECRMmiGlpafpHRkZGje1vZUn98/Wk9RoDKY+RRqMR27dvLwYHB4tnz54V//jjD9HFxUUMCwur1D4w6NSCmJgYMTg4WHRychLt7OzE7t27i7t27SqzTN++fUUA5R43btwQRVEUb9y4IQIQ9+/f/8jtPOwHKScnR3z55ZfFBg0aiE5OTuKoUaPEmzdvGngPq0eq47N7926xY8eOoq2trWhjYyN26NBBDA8PF7VabQ3sZdVJ+f3zIGMMOqIo3fHZt2+f2KNHD9HBwUG0tLQUW7ZsKc6bN4/H557333//oev09vY2/E5Wg5Q/X09ar7GQ8hglJiaKQ4YMEa2srMSGDRuK//73v0W1Wl2p+oV7KyciIiKqc3jVFREREdVZDDpERERUZzHoEBERUZ3FoENERER1FoMOERER1VkMOkRERFRnMegQERFRncWgQ0RERHUWgw4RERHVWQw6REREVGcx6BAREVGdxaBDREREddb/AxBVyQ1n2iTNAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Checking that the list of borderUnits is contiguous all around\")\n",
    "print(\"number of border units =\",len(borderUnits))\n",
    "nLoop = 0\n",
    "for u in borderUnits:\n",
    "    isUnbroken, smallPieceList = isContiguous(list(set(borderUnits).difference({u})),unitNbrs)\n",
    "    if not isUnbroken:\n",
    "        nLoop +=1\n",
    "        if nLoop < 3:  #avoid excessive printing\n",
    "            print(\"border is discontig if we skip\",u)\n",
    "            for uu in smallPieceList:\n",
    "                plotPoly(unitGeom[uu],0.5)\n",
    "                plotCenter(\"n\"+str(uu),unitGeom[uu],8)\n",
    "            plotCenter(u,unitGeom[u])\n",
    "            plotPoly(unitGeom[u])\n",
    "            plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "7d6c2e24-a653-4a44-b17c-3fccf0be174b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "visualizing near unit 66 to fudge a correction\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "u = 66\n",
    "for uu in unitNbrs[u]:\n",
    "    if uu in borderUnits:\n",
    "        plotPoly(unitGeom[uu])\n",
    "        plotCenter(uu,unitGeom[uu])\n",
    "plotPoly(unitGeom[u],2)\n",
    "plotCenter(u,unitGeom[u],15)\n",
    "print(\"visualizing near unit\",u,\"to fudge a correction\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "3a827179-033a-4ce5-b1bb-d3fb852c22bd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "we will pretend that 391 and 318 are connected, so that 66's western portion is not on the lake\n"
     ]
    }
   ],
   "source": [
    "print(\"we will pretend that 391 and 318 are connected, so that 66's western portion is not on the lake\")\n",
    "unitNbrs[316].append(389)\n",
    "unitNbrs[389].append(316)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "53942b48-e3f6-4526-9fc5-026fe0b4de3d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Checking that the list of borderUnits is contiguous all around\n",
      "number of border units = 187\n",
      "wonderful!  The border is contiguous no matter what single border unit we remove from it.  Border is jiggy.\n"
     ]
    }
   ],
   "source": [
    "print(\"Checking that the list of borderUnits is contiguous all around\")\n",
    "print(\"number of border units =\",len(borderUnits))\n",
    "nLoop = 0\n",
    "for u in borderUnits:\n",
    "    isUnbroken, smallPieceList = isContiguous(list(set(borderUnits).difference({u})),unitNbrs)\n",
    "    if not isUnbroken:\n",
    "        nLoop +=1\n",
    "        if nLoop < 3:  #avoid excessive printing\n",
    "            print(\"border is discontig if we skip\",u)\n",
    "            for uu in smallPieceList:\n",
    "                plotPoly(unitGeom[uu],0.5)\n",
    "                plotCenter(\"n\"+str(uu),unitGeom[uu],8)\n",
    "            plotCenter(u,unitGeom[u])\n",
    "            plotPoly(unitGeom[u])\n",
    "            plt.show()\n",
    "if nLoop == 0:\n",
    "    print(\"wonderful!  The border is contiguous no matter what single border unit we remove from it.  Border is jiggy.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "b32014fb-8445-4911-b573-06d1b54e92e6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15\n"
     ]
    }
   ],
   "source": [
    "print(nDistricts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "a89e1b63-a580-424b-9d0b-8a81b94f97af",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "For safekeeping, write the unit topology to a file\n"
     ]
    }
   ],
   "source": [
    "date_ = \"30Dec24\"\n",
    "tractCPx, tractCPy = [tractCP[t].x for t in range(nTracts)], [tractCP[t].y for t in range(nTracts)]\n",
    "print(\"For safekeeping, write the unit topology to a file\")  \n",
    "nUnits = len(unitPop)\n",
    "unitNo = [u for u in range(nUnits)]\n",
    "onBorder = [0 for u in range(nUnits)]\n",
    "for u in borderUnits:\n",
    "    onBorder[u] = 1\n",
    "nbrDF = pd.DataFrame( {\"unitNo\":unitNo,\"centroid x\":unitCPx,\"centroid y\":unitCPy,\"unitPop\":unitPop,\"onBorder\":onBorder,\n",
    "                       \"unitNbrs\":unitNbrs, \"unitCountyNo\":unitCountyNo,\"unitVTDlist\":unitVTDlist} )\n",
    "outname = STATE+str(nDistricts)+\"muni-unitTopologies_\"+date_+\".csv\" \n",
    "outpath = \"state_map_files/\"+outname\n",
    "nbrDF.to_csv(outpath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "e7af7a1d-819e-4efe-a0aa-048cd300e81c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2481 2481\n"
     ]
    }
   ],
   "source": [
    "print(nMunis,nUnits)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9cfafd8b-b9dc-4b1a-a3b4-719ccf5745b2",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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